diff --git a/Data/0/0.png b/Data/0/0.png
new file mode 100644
index 0000000000000000000000000000000000000000..570bf7f09fe19888544e239df3705c383cea1a61
--- /dev/null
+++ b/Data/0/0.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79c638802ec1f5c818b479832f56f2d2a7078ca72d3aafb1ef4b1fc3357069a1
+size 106366
diff --git a/Data/0/1.png b/Data/0/1.png
new file mode 100644
index 0000000000000000000000000000000000000000..8a89085fea38352618e8d0aded4c901f2d2a5aae
--- /dev/null
+++ b/Data/0/1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efad2608987000b17db813b4a1968541cd6989b7c39e54d1bdb36971f98df990
+size 120157
diff --git a/Data/0/10.png b/Data/0/10.png
new file mode 100644
index 0000000000000000000000000000000000000000..b38f1fac196366bd191b2b673236973f2bbbe4d4
--- /dev/null
+++ b/Data/0/10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:850380023bdce71083ce19add191193b9b19a3d6695ab45f8ded387e02868b1c
+size 125440
diff --git a/Data/0/11.png b/Data/0/11.png
new file mode 100644
index 0000000000000000000000000000000000000000..3e201a578e88d688a23fd7d3aa8604d523462417
--- /dev/null
+++ b/Data/0/11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b1d97b7bfb48afc37679fa11ce216ddb8a43635bfde1d42ef977655f6c8ea4b
+size 118248
diff --git a/Data/0/12.png b/Data/0/12.png
new file mode 100644
index 0000000000000000000000000000000000000000..8efca4789dc274559c33b667db9b05277d547bdc
--- /dev/null
+++ b/Data/0/12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba2c229457a812b998f06545ad2ebaab4d18632557fb82e7f03155a5650e587f
+size 102033
diff --git a/Data/0/13.png b/Data/0/13.png
new file mode 100644
index 0000000000000000000000000000000000000000..7512916672f1a79843ddd3f9925e054a357d6874
--- /dev/null
+++ b/Data/0/13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8047dc91a82bc6d952fe325c333386c9a1f5c63663d26bd63babcbc00486c726
+size 130090
diff --git a/Data/0/14.png b/Data/0/14.png
new file mode 100644
index 0000000000000000000000000000000000000000..b8fc24180e7bab164bc9e83294e5ea388448ead5
--- /dev/null
+++ b/Data/0/14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:549b6286b4752c2cc6ef64afc3819f69950d3c725df27fd910100444ffd1c6aa
+size 132037
diff --git a/Data/0/15.png b/Data/0/15.png
new file mode 100644
index 0000000000000000000000000000000000000000..54fabe26a12adda0136f74f2919bcdc3afeb38bb
--- /dev/null
+++ b/Data/0/15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d110b36223ca3226f24efde7b8cbeefd9e271a99dcac05746589cfdbe8bf8f17
+size 87304
diff --git a/Data/0/16.png b/Data/0/16.png
new file mode 100644
index 0000000000000000000000000000000000000000..1ca9410aba75014205fc20146cb48ce0e17cefe9
--- /dev/null
+++ b/Data/0/16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df6f069a391d4b43e5534cfa9dd1e59eda91e642b9214fc99c84803309b8fc16
+size 84129
diff --git a/Data/0/17.png b/Data/0/17.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a42af16d263bfdbb159613975a05d50cb0f153d
--- /dev/null
+++ b/Data/0/17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b5094400789296b35c41d0d76f2b77646aa3f8299c1bbb5824258c4e3683a30
+size 105937
diff --git a/Data/0/18.png b/Data/0/18.png
new file mode 100644
index 0000000000000000000000000000000000000000..f2d6a9f176b857b116a20f69c44cfaa2d3e94e65
--- /dev/null
+++ b/Data/0/18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4df1d10b962f05ec1727c5e6a1465a7e36320ac50a41ff150172448afd13e7f3
+size 105488
diff --git a/Data/0/19.png b/Data/0/19.png
new file mode 100644
index 0000000000000000000000000000000000000000..e21d253b0cafc3057698891f6de3d1eb12378c96
--- /dev/null
+++ b/Data/0/19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:408bc80cad2861f936ca052bd421983cdfce2f6ee8f7ae582f7c8f573e3a6256
+size 88016
diff --git a/Data/0/2.png b/Data/0/2.png
new file mode 100644
index 0000000000000000000000000000000000000000..2c5fa2f05ff15422126eabc84c143d234fc13d55
--- /dev/null
+++ b/Data/0/2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e92df36c02f7068c70198523b298cb0942b8a5ec37df468b771ba399b184a61d
+size 110828
diff --git a/Data/0/20.png b/Data/0/20.png
new file mode 100644
index 0000000000000000000000000000000000000000..b9ebb9ee6c2417fe2ae880a5c5ab2dcef236e195
--- /dev/null
+++ b/Data/0/20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7983191772d9198848fec6620fa10240bd6003e4e5407bb3e731c3d07a16ef19
+size 115198
diff --git a/Data/0/21.png b/Data/0/21.png
new file mode 100644
index 0000000000000000000000000000000000000000..9a3110736d88ad2984339a8e83997c45d9943152
--- /dev/null
+++ b/Data/0/21.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:554f75b28c15788c45f02c62f1871bba0567e5b6d8c06a509777750d3c09c19a
+size 74489
diff --git a/Data/0/22.png b/Data/0/22.png
new file mode 100644
index 0000000000000000000000000000000000000000..a53031f5db50c03f68bd28589fedee04caa82132
--- /dev/null
+++ b/Data/0/22.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ddc6f907e2eaeb44736f876f9f37a9ce7212b26c11a270b95510941d7aabbe8
+size 117954
diff --git a/Data/0/23.png b/Data/0/23.png
new file mode 100644
index 0000000000000000000000000000000000000000..4cc073d03bceebeaf1d9d2a4758ec7e8937f4cfb
--- /dev/null
+++ b/Data/0/23.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55d9ae908b8b96c0f7f67f9964770581fd960642078fb784dcd6f2e567bd4da8
+size 108927
diff --git a/Data/0/24.png b/Data/0/24.png
new file mode 100644
index 0000000000000000000000000000000000000000..463a80e07e52ebc9da665dd62b53581967318b67
--- /dev/null
+++ b/Data/0/24.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edd96e7c9569feabb3c9b833876138d5d91b5f17ca166f3f9ccbd0ace0383969
+size 95513
diff --git a/Data/0/25.png b/Data/0/25.png
new file mode 100644
index 0000000000000000000000000000000000000000..c02d1afc43a724fc971fbacdabc7d947c107823d
--- /dev/null
+++ b/Data/0/25.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:283ae298d42bcaf14a45bc99c0df9064e8673818f77cee94e9530a3ea7b18453
+size 110242
diff --git a/Data/0/26.png b/Data/0/26.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d30bb7c1c80ae04bd864d8170d49196648a11d1
--- /dev/null
+++ b/Data/0/26.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8d5294630723b9bbe945c2c68097b3db7e1b8486ab31aa62c7dbf7687f19133
+size 97567
diff --git a/Data/0/27.png b/Data/0/27.png
new file mode 100644
index 0000000000000000000000000000000000000000..aeaf05921a6c9cf3fb474ef2530ce819ca01bd3e
--- /dev/null
+++ b/Data/0/27.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e59390a5594aa67280988c2f94a933f06689f07ec24ac31a7783d548fe3110a7
+size 78823
diff --git a/Data/0/28.png b/Data/0/28.png
new file mode 100644
index 0000000000000000000000000000000000000000..566e07d6ca782cf846d41ffc342a8c04f0c044c6
--- /dev/null
+++ b/Data/0/28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ba36f7f93ec1be2782f007773d71db467109ee621a3d541189e22c2ba9935d2
+size 92643
diff --git a/Data/0/29.png b/Data/0/29.png
new file mode 100644
index 0000000000000000000000000000000000000000..d6d2713a16017a22314a44117dbc49c785a7f351
--- /dev/null
+++ b/Data/0/29.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f15aaa42972700a6e1e9fc7e57420b38fe9b4c455d70e43af668dd878349fa3a
+size 102648
diff --git a/Data/0/3.png b/Data/0/3.png
new file mode 100644
index 0000000000000000000000000000000000000000..0e35f83238e6db1763e2dd075d0dc675ecf7b2d8
--- /dev/null
+++ b/Data/0/3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2a5980936fd595b70acffb1d9702d15ca6ae7e6fec36cffa53a1aa4df2a41b8
+size 123968
diff --git a/Data/0/30.png b/Data/0/30.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae58acce40e9f98f23254e2f1f87f35a9cb68aa2
--- /dev/null
+++ b/Data/0/30.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ac14de9d001362575b1e97a8be0b3f9e83ffd1925d53b1dc74ab5a08827d4a1
+size 135059
diff --git a/Data/0/31.png b/Data/0/31.png
new file mode 100644
index 0000000000000000000000000000000000000000..3fb9c8dd44be32f49844b902d806c95bf76e5433
--- /dev/null
+++ b/Data/0/31.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb7e6d5bc10be0124b765b457f2d18fd3a70e7db5cf88ff86757996290d16732
+size 133855
diff --git a/Data/0/32.png b/Data/0/32.png
new file mode 100644
index 0000000000000000000000000000000000000000..44fd82c9c64a3917fcf792120adf71ecfdd893ce
--- /dev/null
+++ b/Data/0/32.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8550c1faef30ddc516e4537e2eaf89751310bf14168799a799fc407bb9cca33
+size 137359
diff --git a/Data/0/33.png b/Data/0/33.png
new file mode 100644
index 0000000000000000000000000000000000000000..d6306d5ee924ffab7bc6fd3513d3b2807cb64a18
--- /dev/null
+++ b/Data/0/33.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f91fe000e0f5819384d4f075f724fc71c7ce74b7639ace861698bf6f8e6e337
+size 94988
diff --git a/Data/0/34.png b/Data/0/34.png
new file mode 100644
index 0000000000000000000000000000000000000000..6ab2ac5f8d92ce29029ddce11b641d89b37dbd52
--- /dev/null
+++ b/Data/0/34.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa1f10d8cfabd5bbbffa0b974d1c666ae10c3aa811c355dbd6f9827b15715330
+size 92747
diff --git a/Data/0/35.png b/Data/0/35.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d2ab26048b52a14cee5b8f351f12c57e8ba9974
--- /dev/null
+++ b/Data/0/35.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6671e6e4771e9c4b57bc2a7f644751971384cdc395b3967af01e4673ae597337
+size 103562
diff --git a/Data/0/36.png b/Data/0/36.png
new file mode 100644
index 0000000000000000000000000000000000000000..a05b5d925159c89bdfeae30522ba38f03a1d984c
--- /dev/null
+++ b/Data/0/36.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:826f8ca4afa91b9e9574eb846a3dbf066465916533d7d402ddd7118a376ded22
+size 112586
diff --git a/Data/0/37.png b/Data/0/37.png
new file mode 100644
index 0000000000000000000000000000000000000000..b467568220463571bd6225aed4cd3547efae0b38
--- /dev/null
+++ b/Data/0/37.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f425ad6305ee5ad395ba66b5c13d05dae1c30560b101a1f5f268d7433766e8a9
+size 109523
diff --git a/Data/0/38.png b/Data/0/38.png
new file mode 100644
index 0000000000000000000000000000000000000000..6729efb47fed803ad236e86550ac57fb5ecb1455
--- /dev/null
+++ b/Data/0/38.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2bc8264c912e66de8709ec20d7393688d5fdd6e6394fa841cd4bfc9d26db419
+size 140190
diff --git a/Data/0/39.png b/Data/0/39.png
new file mode 100644
index 0000000000000000000000000000000000000000..27be971de38824b7e16ca0574c553c9f821001ec
--- /dev/null
+++ b/Data/0/39.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0eea1a529493a09dfeeb506382fa3f33d0b6101845f4a96ee5278ff11bea6e11
+size 116012
diff --git a/Data/0/4.png b/Data/0/4.png
new file mode 100644
index 0000000000000000000000000000000000000000..e9f27b6ae0562b4e0b85901a5c5a3a3ebdbe6f26
--- /dev/null
+++ b/Data/0/4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ee8fc34c4bb04ad82b96ba210ccb17a7e2aaa10ba087a48ee207b0428600f9b
+size 98743
diff --git a/Data/0/40.png b/Data/0/40.png
new file mode 100644
index 0000000000000000000000000000000000000000..3878efc348a7959ab27882cdd358695708ec19e7
--- /dev/null
+++ b/Data/0/40.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfaad99125b99c22abd55f810f9978454c5ffef586428f1538a5f1e5b63f2abe
+size 103773
diff --git a/Data/0/41.png b/Data/0/41.png
new file mode 100644
index 0000000000000000000000000000000000000000..22324e0f04bc08d32e129e6b6468850a8638b0c8
--- /dev/null
+++ b/Data/0/41.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:959dfbf58561ef34ea6492ce570e6c188386194c17f21c05c5c9756e76ad46b0
+size 128546
diff --git a/Data/0/42.png b/Data/0/42.png
new file mode 100644
index 0000000000000000000000000000000000000000..9e8b86e75d8c93a06705fa5900e2b1c876620696
--- /dev/null
+++ b/Data/0/42.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2607aa38bb43f436adbeb724147252f012f637f8c3d0787dba47c4e520168e4
+size 122473
diff --git a/Data/0/43.png b/Data/0/43.png
new file mode 100644
index 0000000000000000000000000000000000000000..3e1cc50495f79f1a72b47af7eefacb6ce30d6fc3
--- /dev/null
+++ b/Data/0/43.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a8cd83c2a01d9e5a89512bafe642bbc70a22f3f3c1295dadb28a574c523828e
+size 135888
diff --git a/Data/0/44.png b/Data/0/44.png
new file mode 100644
index 0000000000000000000000000000000000000000..c9e48bcaf8ab33c961c24d1819bc5ea330d135f8
--- /dev/null
+++ b/Data/0/44.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cb678bad9e922ed071a734579cabe17aaac76fbbc08fdef371598f977e39c2d
+size 118869
diff --git a/Data/0/45.png b/Data/0/45.png
new file mode 100644
index 0000000000000000000000000000000000000000..d3b54d031b92f1a0d5c85512cd2644b39f4f1cae
--- /dev/null
+++ b/Data/0/45.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f03143210950900f262dbc98b27a05e2f661ee1240ed453e9a1b064ab8e55d4f
+size 131021
diff --git a/Data/0/46.png b/Data/0/46.png
new file mode 100644
index 0000000000000000000000000000000000000000..1eb1bfb324df21e75c5a1be2e9a5ce039099c8ce
--- /dev/null
+++ b/Data/0/46.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89932067628e84d41bbeb9e49f84e97edba4b465483488279ddda16d3e958815
+size 82958
diff --git a/Data/0/47.png b/Data/0/47.png
new file mode 100644
index 0000000000000000000000000000000000000000..a1bce00b522de1cda2bb1fe296c64dc519aff6fc
--- /dev/null
+++ b/Data/0/47.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ecf1cd6710f4a511870903a92cde10d7955804833c747259a34ef7dda01b4c7
+size 128134
diff --git a/Data/0/48.png b/Data/0/48.png
new file mode 100644
index 0000000000000000000000000000000000000000..dafd7ffb556aa27f79b04d18615ad44897e1b1e9
--- /dev/null
+++ b/Data/0/48.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d3756bcfcc79a4326fd32107d5b10abce73e162ac09b6995d6a3d06870f94ae
+size 129375
diff --git a/Data/0/49.png b/Data/0/49.png
new file mode 100644
index 0000000000000000000000000000000000000000..11927954efef4f4e34e77d4d2dbb01088ae76133
--- /dev/null
+++ b/Data/0/49.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:424fc5c29b589547886ddf374e1174e75eb8f4fd52c0c8f52f2d31133e9dc621
+size 109200
diff --git a/Data/0/5.png b/Data/0/5.png
new file mode 100644
index 0000000000000000000000000000000000000000..a0ed4d0e91f061b39de3232bf7756025243fff4b
--- /dev/null
+++ b/Data/0/5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f725c327702591bde1d9efb9e11869a1b5fda1a01ffed1122a089c351635c77a
+size 116267
diff --git a/Data/0/50.png b/Data/0/50.png
new file mode 100644
index 0000000000000000000000000000000000000000..8fd3bec36159bf33a8e79a9e522f507b959dd3d5
--- /dev/null
+++ b/Data/0/50.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54936946d26a0caa05b3b914f07a192b03d5768cdac2e06299dd76f9a32407fd
+size 98856
diff --git a/Data/0/51.png b/Data/0/51.png
new file mode 100644
index 0000000000000000000000000000000000000000..4b0e256a5d68720f67ea02380002b312e7a0a514
--- /dev/null
+++ b/Data/0/51.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb2cc0843d5bd95f4fa57647948606c5df7feff3ab1f501946a6e9b7c86314ba
+size 135644
diff --git a/Data/0/52.png b/Data/0/52.png
new file mode 100644
index 0000000000000000000000000000000000000000..1c01687fa6692d4605bd18d4bb9a85389d75bd45
--- /dev/null
+++ b/Data/0/52.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b3a973fd522291473216e3a4cfbf1010a4f51af2e6f6ff631bf369b95e17e6f
+size 134180
diff --git a/Data/0/53.png b/Data/0/53.png
new file mode 100644
index 0000000000000000000000000000000000000000..6177d51d658fa9fb329098c00be8d0d08fa60747
--- /dev/null
+++ b/Data/0/53.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31adb2ac1430a850e4f37d69311778b8c0044849b71557c7dcababc6d6c433b6
+size 121459
diff --git a/Data/0/54.png b/Data/0/54.png
new file mode 100644
index 0000000000000000000000000000000000000000..fb57211edfc5646a70ae20e406f7ac072bfe8337
--- /dev/null
+++ b/Data/0/54.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76b3507034c9d6a2238305b54b33b01a7f26d37af0dab50a6bc7011bf4bd40b6
+size 102523
diff --git a/Data/0/55.png b/Data/0/55.png
new file mode 100644
index 0000000000000000000000000000000000000000..b3307b94d0cdb1bdc53277e1e56711d60c210a89
--- /dev/null
+++ b/Data/0/55.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef3170db1ddcced887b6b88631e56f0f35f5f8cdc284c660a56b84a6c944508d
+size 125322
diff --git a/Data/0/56.png b/Data/0/56.png
new file mode 100644
index 0000000000000000000000000000000000000000..d9d0db8c0d3fe35854bec18985c3678938b9b48f
--- /dev/null
+++ b/Data/0/56.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64cfd1d150d2f4444ca3a203da17d60c47f172f7661c5dc720fa53e7044b0ece
+size 97221
diff --git a/Data/0/57.png b/Data/0/57.png
new file mode 100644
index 0000000000000000000000000000000000000000..0e0bd04a33d8303e6220cd1f2c0bbec3f4fdae24
--- /dev/null
+++ b/Data/0/57.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12726f0d96a0c41f938654d7c13f28a80604fce4b3f42b867adb06d9e585d6c1
+size 89948
diff --git a/Data/0/58.png b/Data/0/58.png
new file mode 100644
index 0000000000000000000000000000000000000000..de53ce12dde2948b73c0bf8aa426aac177702f26
--- /dev/null
+++ b/Data/0/58.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0033b60bba5362cdefe589350703ed2e05bd251899272d0c1a8a0151dbe4ba1
+size 90751
diff --git a/Data/0/59.png b/Data/0/59.png
new file mode 100644
index 0000000000000000000000000000000000000000..c9ba32ad9ed21027de46c84fe8d3bd62c4d0789b
--- /dev/null
+++ b/Data/0/59.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc5594c08bd599dcf5b5ac88ce46631f0dd92f6257b4409fdfe98c23eab40982
+size 97614
diff --git a/Data/0/6.png b/Data/0/6.png
new file mode 100644
index 0000000000000000000000000000000000000000..4b352ddf29da6e548e89794aa25f5604191b58d0
--- /dev/null
+++ b/Data/0/6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31432a9c62fff9d004d050f945eda03b5eec1ddee288c80e14d22b41ce72aeb4
+size 133332
diff --git a/Data/0/60.png b/Data/0/60.png
new file mode 100644
index 0000000000000000000000000000000000000000..3705a153bba2a8a9483dc793e4874fe8d13ee4af
--- /dev/null
+++ b/Data/0/60.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a20fa0632c775bf1e2437a36b4ecbda6467a60ff54dcc5130ecffdff3cd1ff02
+size 127489
diff --git a/Data/0/61.png b/Data/0/61.png
new file mode 100644
index 0000000000000000000000000000000000000000..476a395260f398d1d0db6812d0dd61d5191d3b9c
--- /dev/null
+++ b/Data/0/61.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0c24426531bf685c6fe6ac6768bc9bcc7b48866c839bba3fc9c8a21f3a8eea0
+size 118423
diff --git a/Data/0/62.png b/Data/0/62.png
new file mode 100644
index 0000000000000000000000000000000000000000..2f9b57167acf7b3f96f7686ded8fe87ce893f996
--- /dev/null
+++ b/Data/0/62.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81d048e1e081fe008dd95816305eb0719f167e35b40a7d061260b1a2a390f2f8
+size 119867
diff --git a/Data/0/63.png b/Data/0/63.png
new file mode 100644
index 0000000000000000000000000000000000000000..259851e81be46ae94549fb3b1526e84a1f214eec
--- /dev/null
+++ b/Data/0/63.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e57aa8ff59598ec306ba15f615f795e2a5dd527a4980c3eaaf5be75153e1f924
+size 102517
diff --git a/Data/0/64.png b/Data/0/64.png
new file mode 100644
index 0000000000000000000000000000000000000000..70490c3fbb76465519d86684c5a3ac23b3d41fb7
--- /dev/null
+++ b/Data/0/64.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f848d4cf6d4c0106fb206ee4d06639c9d8fd7983b99dc66c25e3d6805fee7586
+size 125253
diff --git a/Data/0/65.png b/Data/0/65.png
new file mode 100644
index 0000000000000000000000000000000000000000..a9826e73a471c73bde9c3940386e08906da3888f
--- /dev/null
+++ b/Data/0/65.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0c05ad859b031c551141c8e2b5a3dd33f9b14217ecab2cdecf98633b9424a8a
+size 115232
diff --git a/Data/0/66.png b/Data/0/66.png
new file mode 100644
index 0000000000000000000000000000000000000000..a848cfa84c9fdf1fd52e4d235a8507f46b6e5758
--- /dev/null
+++ b/Data/0/66.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:175405f843102bf5bd5cf9d2aa203e28af2f3e3238429920b6108a70b7b99fe1
+size 57603
diff --git a/Data/0/67.png b/Data/0/67.png
new file mode 100644
index 0000000000000000000000000000000000000000..9c37b1e690af4de8146a77933794a408350b3c50
--- /dev/null
+++ b/Data/0/67.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7193bdbf4a2667ed918ba75abcf313e8d50ca3e4f6eef2c4a19d9aba9ca61e6a
+size 123394
diff --git a/Data/0/68.png b/Data/0/68.png
new file mode 100644
index 0000000000000000000000000000000000000000..032c2052be952e6a798a867c40b46c6be04e7fea
--- /dev/null
+++ b/Data/0/68.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b25233c8b39f50c70cc2fe958b762f21e349e92b232d3398ee64c9f1783273d1
+size 108194
diff --git a/Data/0/69.png b/Data/0/69.png
new file mode 100644
index 0000000000000000000000000000000000000000..9142a4a97bedda20fe2a6a151cadd9e1aeb30ffd
--- /dev/null
+++ b/Data/0/69.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fe856f599adc9050b05cb6685dac5a4053720891491cd612a9c7397426296e5
+size 101988
diff --git a/Data/0/7.png b/Data/0/7.png
new file mode 100644
index 0000000000000000000000000000000000000000..4bc1e631e4f3ec149e6d3f5d139e65e56c0d535a
--- /dev/null
+++ b/Data/0/7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25acc718c07def4d797b3e0bfe90f77bcc6ac05f72c03663825afc15b0e3f794
+size 112644
diff --git a/Data/0/70.png b/Data/0/70.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b98a68f770386c953d7f32f5a2d1bb824e6ba1e
--- /dev/null
+++ b/Data/0/70.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7997c30b44828bd8ebae3b3a2df65ffac90945392834106c2da7633fd5a65a72
+size 102287
diff --git a/Data/0/71.png b/Data/0/71.png
new file mode 100644
index 0000000000000000000000000000000000000000..55e77575ddebe8c2fdade73427114d7e55fe1ce6
--- /dev/null
+++ b/Data/0/71.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf6dfab1f027c8817da35e32466b1766cf9e65b34c5fe6742ab9b45a77d0fdf5
+size 131472
diff --git a/Data/0/72.png b/Data/0/72.png
new file mode 100644
index 0000000000000000000000000000000000000000..eadf4098e3e4a2d9fb0402fd361a1a0e4a91e0c2
--- /dev/null
+++ b/Data/0/72.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da4978763434437f5aff77a647960ddfd2a6255df0ba27282facfb07179f8cc3
+size 109974
diff --git a/Data/0/73.png b/Data/0/73.png
new file mode 100644
index 0000000000000000000000000000000000000000..b30714b4b26fb14269701b592665413114c1636c
--- /dev/null
+++ b/Data/0/73.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c987e47e1e361d4976970a9a0e352aab861056ecf57cef5ca03f71972146e45d
+size 90121
diff --git a/Data/0/74.png b/Data/0/74.png
new file mode 100644
index 0000000000000000000000000000000000000000..46fd582226ba3f76092bd3d8e6b8ed2324f5963b
--- /dev/null
+++ b/Data/0/74.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb99b74ff07fc21c42eefe87b2d30993071dedf0152cea21b0d518577888f3fb
+size 113970
diff --git a/Data/0/75.png b/Data/0/75.png
new file mode 100644
index 0000000000000000000000000000000000000000..0225432225f75459185bb0944f7decc4deb99188
--- /dev/null
+++ b/Data/0/75.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:073b0ce9d8e7013d1cb48a5978ada83d6ba078d0023d51b2b50f4febe597002a
+size 115611
diff --git a/Data/0/76.png b/Data/0/76.png
new file mode 100644
index 0000000000000000000000000000000000000000..391bb0f2b4c0536233a721a522e49ea1df1b1ec4
--- /dev/null
+++ b/Data/0/76.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87d7af77333f9a80993133858cbae06d755ce7cb6cd78029a03522e158f53b6d
+size 110806
diff --git a/Data/0/77.png b/Data/0/77.png
new file mode 100644
index 0000000000000000000000000000000000000000..028b409fb9451356959faf827fe12235630a0fa6
--- /dev/null
+++ b/Data/0/77.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a3413627a9c024e999fc144c666e64e0c97784e37b5b251daa7ab4ab08d8d41
+size 129762
diff --git a/Data/0/78.png b/Data/0/78.png
new file mode 100644
index 0000000000000000000000000000000000000000..7529096ebdbe2ee9b744242296af45d4f9ad22b5
--- /dev/null
+++ b/Data/0/78.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3dc2e58ee9ff06af4522388bc16b0b47183ecf8ea101abceddf713fb56bc3896
+size 99217
diff --git a/Data/0/79.png b/Data/0/79.png
new file mode 100644
index 0000000000000000000000000000000000000000..2e3657b3687a4cd51196a3b3ba9805c2e1e9fe4e
--- /dev/null
+++ b/Data/0/79.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:181e90dda9dd0ce184396a683c3a9d0a042f30daf7dfbe82dd503e9884e01f85
+size 126842
diff --git a/Data/0/8.png b/Data/0/8.png
new file mode 100644
index 0000000000000000000000000000000000000000..8ddde889f0e1f6d9a600dd5ee6eb6b449a9d7931
--- /dev/null
+++ b/Data/0/8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d6d35162045c0866539a33e9c47787f9efb4c099a4b7ccda3a6ecb7bee08ddc
+size 103960
diff --git a/Data/0/80.png b/Data/0/80.png
new file mode 100644
index 0000000000000000000000000000000000000000..9ce969c85885d133ccc387fadfb303cad12acc29
--- /dev/null
+++ b/Data/0/80.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56cefbb30a38bd3c6eeda788f25a1e21d8d97001f2555f6c8aa179d150319468
+size 115211
diff --git a/Data/0/81.png b/Data/0/81.png
new file mode 100644
index 0000000000000000000000000000000000000000..5d2195904cf97b3b77b08f0ba174e8b5ff1007cd
--- /dev/null
+++ b/Data/0/81.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7422c1b4df8bfa7552f880023fe516c46a267050796b7bce260d0380c4d6e3c7
+size 100508
diff --git a/Data/0/82.png b/Data/0/82.png
new file mode 100644
index 0000000000000000000000000000000000000000..87fd6c0ade28baa10cdc2e7effadc6e1675b788d
--- /dev/null
+++ b/Data/0/82.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e977696d6c37afa90bc59da2f46980baeb5c5f276cb13c5ca7a80f6ae5f19c1
+size 78051
diff --git a/Data/0/83.png b/Data/0/83.png
new file mode 100644
index 0000000000000000000000000000000000000000..a70ceb428240e3cde905b83d1e4ad283c689b41d
--- /dev/null
+++ b/Data/0/83.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46977f793e7183c2d8ec51fc3eca2d9fa5397b759ce2f021c6214485e7ea07a7
+size 98004
diff --git a/Data/0/84.png b/Data/0/84.png
new file mode 100644
index 0000000000000000000000000000000000000000..c2cf22c3bce5122ef3dd482de6d6ddfa06393b4b
--- /dev/null
+++ b/Data/0/84.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:388b4bfcf8a6f926f4d3ed3f01d535144ced2dbf590cfebfeeec14ef339668e7
+size 137831
diff --git a/Data/0/85.png b/Data/0/85.png
new file mode 100644
index 0000000000000000000000000000000000000000..b44f1b608e6b82aa2bae30e0b45d0b61120e02c1
--- /dev/null
+++ b/Data/0/85.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b625957fb4c4f1845d8f3a34e1a4ef2941aa573200da903e48dbe5a96aabfffd
+size 64552
diff --git a/Data/0/86.png b/Data/0/86.png
new file mode 100644
index 0000000000000000000000000000000000000000..76e22a04e930e2cb1bcd01630faedb5ed913f7a4
--- /dev/null
+++ b/Data/0/86.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08661e1334abcd055f296485d65c886ef592b448b2d9295e955ef8dfd5b48582
+size 132599
diff --git a/Data/0/87.png b/Data/0/87.png
new file mode 100644
index 0000000000000000000000000000000000000000..d6a96bd19990f4a2b63c11f1473374f5235e245c
--- /dev/null
+++ b/Data/0/87.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffdcb17a3e4ea10820b725af87f60c6be7797ce60cb48472da50a06c5540f6a8
+size 114965
diff --git a/Data/0/88.png b/Data/0/88.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f9c2e7479bf08ccf9b7e56675e9d563569f8f0e
--- /dev/null
+++ b/Data/0/88.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c00abd92b69867f07e04dca928f267742e0c082f1647e35842ea3a45c5b15974
+size 100874
diff --git a/Data/0/89.png b/Data/0/89.png
new file mode 100644
index 0000000000000000000000000000000000000000..b657f7169197b95dde4777e3d1fc06768f63d72f
--- /dev/null
+++ b/Data/0/89.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab01725c104010ff254733970c5037774cd9a230ac389fb1cb0f726325e08699
+size 121417
diff --git a/Data/0/9.png b/Data/0/9.png
new file mode 100644
index 0000000000000000000000000000000000000000..8f50ac851e84895b67e275d69ec9009a154c6c83
--- /dev/null
+++ b/Data/0/9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a81927e504621df4d3ae761461751dd8125847eff93aafdea9dc8f8575262634
+size 107411
diff --git a/Data/0/90.png b/Data/0/90.png
new file mode 100644
index 0000000000000000000000000000000000000000..b97d1a86afc483d8c8249579bec35184d1fcc4a4
--- /dev/null
+++ b/Data/0/90.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0adf0becb529fba8eb320faca0a5f36f4c98a55414c7d8909de72c38323db60
+size 118655
diff --git a/Data/0/91.png b/Data/0/91.png
new file mode 100644
index 0000000000000000000000000000000000000000..e95e586c575102ea536483d6a078ea7da19908f4
--- /dev/null
+++ b/Data/0/91.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7ee18fa5c5f1a858771fb7a5b07877d86041490cd7a46b4e03f36bfd0286835
+size 89310
diff --git a/Data/0/92.png b/Data/0/92.png
new file mode 100644
index 0000000000000000000000000000000000000000..fcb377af542dbea5db94700b7a5cb58073f043f0
--- /dev/null
+++ b/Data/0/92.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:001aeec35a93ea70072dd66e90aa19785e3eee6bfbe19aa0f64b9c2cd27c2e6e
+size 125379
diff --git a/Data/0/93.png b/Data/0/93.png
new file mode 100644
index 0000000000000000000000000000000000000000..a566bbe9e77c10ce80b1ca03cca12726309cefb1
--- /dev/null
+++ b/Data/0/93.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5966826ea26f0c07f097be5f3ba4c5b7050e79b2a65090de64e1e97f526bced
+size 100876
diff --git a/Data/0/94.png b/Data/0/94.png
new file mode 100644
index 0000000000000000000000000000000000000000..64b72fa0e378c75bd56e67aaead7ea6b4d915a3c
--- /dev/null
+++ b/Data/0/94.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:841a70a1fe70d0dfae9b4b8614068b34d2184d027fd9f6497c5bd2b219e1e585
+size 99053
diff --git a/Data/0/95.png b/Data/0/95.png
new file mode 100644
index 0000000000000000000000000000000000000000..df82e0f155cda1c93c85372ecd03833a21224c06
--- /dev/null
+++ b/Data/0/95.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0e2bb7734b321ec059af0b8b1a144192176c0d196eb396762e43e80d3032cbe
+size 109386
diff --git a/Data/0/96.png b/Data/0/96.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe41e06911dd0b12facb4f24f5337dbd5f10dd97
--- /dev/null
+++ b/Data/0/96.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc1bf30acd47909201f4719ac2f745ba0ebc48556918e78f2ea7b547d746afec
+size 101957
diff --git a/Data/0/97.png b/Data/0/97.png
new file mode 100644
index 0000000000000000000000000000000000000000..090f1fba2eaabb0593948ebba29acd53e2dfce9d
--- /dev/null
+++ b/Data/0/97.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:910d68605dd91163e828610d312dc88ff1a0628740da71f46bf528180ef3a341
+size 132530
diff --git a/Data/0/98.png b/Data/0/98.png
new file mode 100644
index 0000000000000000000000000000000000000000..404ef4e75a43b437d08ce707a386d91efc08da02
--- /dev/null
+++ b/Data/0/98.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e5f74b4490490ca2be037f5ca55111f60e491863559560ea2cb6138b572e757
+size 114845
diff --git a/Data/0/99.png b/Data/0/99.png
new file mode 100644
index 0000000000000000000000000000000000000000..89026b6d2802151b9cf9991ef31882f221e43bc9
--- /dev/null
+++ b/Data/0/99.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b9492f70618b572cc96868286d336773f568f6e0b1d8649666d5a9c0d64af75
+size 114386
diff --git a/Data/1/100.png b/Data/1/100.png
new file mode 100644
index 0000000000000000000000000000000000000000..8cc9d5d6da7d7a78989868cf4d8fdb009a4745e6
--- /dev/null
+++ b/Data/1/100.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2147ade7ecb22586dd1b0b68d0c5204dd3e814c60610bf84565a415d6decb431
+size 101418
diff --git a/Data/1/101.png b/Data/1/101.png
new file mode 100644
index 0000000000000000000000000000000000000000..98377bfcfcb47e1f97eef54cdc60c71ceec80851
--- /dev/null
+++ b/Data/1/101.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:327d3dc80ff61369597848afe43aca94e1f33e65ee234298fa77e9d313027c04
+size 98698
diff --git a/Data/1/102.png b/Data/1/102.png
new file mode 100644
index 0000000000000000000000000000000000000000..4981bc8928c8f298dce26ee414c914306b3fbcb6
--- /dev/null
+++ b/Data/1/102.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4126fb6ff22ed0cd957d5f85d36ba702db1812e415b5bbafd8c49d974b7986d4
+size 101794
diff --git a/Data/1/103.png b/Data/1/103.png
new file mode 100644
index 0000000000000000000000000000000000000000..3255d83464e2130fbb523d92e09d277e9f6b6896
--- /dev/null
+++ b/Data/1/103.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4e98e9ddfbba670cb0c72dbb0a8d6898296171b977af8abeb3380a47533cf6b
+size 132315
diff --git a/Data/1/104.png b/Data/1/104.png
new file mode 100644
index 0000000000000000000000000000000000000000..711618e600333e22eb5ef744d711e61086352551
--- /dev/null
+++ b/Data/1/104.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1027c35dc86349944c7399f36263e78997b62e1821065fe46b5d1b487614084
+size 153527
diff --git a/Data/1/105.png b/Data/1/105.png
new file mode 100644
index 0000000000000000000000000000000000000000..65cfe1e4eb06e86ace9d6482f23e0b9b1374e883
--- /dev/null
+++ b/Data/1/105.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff514acea8fbe4366308d17cdaf4fd89843a5910f47d32bc35c382b10c697394
+size 129466
diff --git a/Data/1/106.png b/Data/1/106.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a74527f2690c072cfbddfb3e4be7920506555d9
--- /dev/null
+++ b/Data/1/106.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74d5c6f22a8809ee94677fbc03e94f7903ddc126b110e608cbd14a4b31bbdce4
+size 75730
diff --git a/Data/1/107.png b/Data/1/107.png
new file mode 100644
index 0000000000000000000000000000000000000000..a64f56fd519825a297faa7a34e094fe6cc10207b
--- /dev/null
+++ b/Data/1/107.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14978994b04b13b456f27e4ca8dd2148ed36a0b0f183320c24ccde568ebc7082
+size 87641
diff --git a/Data/1/108.png b/Data/1/108.png
new file mode 100644
index 0000000000000000000000000000000000000000..216bc8f6efdf902a3a4070667e3b6f012e150f29
--- /dev/null
+++ b/Data/1/108.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd0f298561c7ef6520aed6b5fb7ac55b4437f7384e7758c734c0d3e5c18cc029
+size 124700
diff --git a/Data/1/109.png b/Data/1/109.png
new file mode 100644
index 0000000000000000000000000000000000000000..659a44fd483fa080c96d915f65f0ca38cc7ac201
--- /dev/null
+++ b/Data/1/109.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e3a2ec9c42fecf639b45d0a9bd56420c72dbed087eab4e5b9f82f3898dcd889
+size 105047
diff --git a/Data/1/110.png b/Data/1/110.png
new file mode 100644
index 0000000000000000000000000000000000000000..2fd90c8dd90a992eaefdfae3d98016f7fe788a03
--- /dev/null
+++ b/Data/1/110.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83baba857bee30716ec2eb50944958830ee7561bb5e8d9e48eb594720a1bb37e
+size 130606
diff --git a/Data/1/111.png b/Data/1/111.png
new file mode 100644
index 0000000000000000000000000000000000000000..09cacebc10ee001291d65c91cb4a26576cb563f1
--- /dev/null
+++ b/Data/1/111.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a64d689090ad1875c76a1d466f01962b5fbc9b1e56458ad3dc9e387b5aa5a07e
+size 128708
diff --git a/Data/1/112.png b/Data/1/112.png
new file mode 100644
index 0000000000000000000000000000000000000000..fbf7c4d65d8579ecdb9d090aa883ea58bb640683
--- /dev/null
+++ b/Data/1/112.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1435def0467ebafa894954d139abaaa46edaa062d8c12e44d31497717ddfb43
+size 146221
diff --git a/Data/1/113.png b/Data/1/113.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a85ead8a505c9f67ced76e2ac763fcf84ac3daf
--- /dev/null
+++ b/Data/1/113.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94d950e51434687b09ad4c6299b3db76105a58e1867b5bc64feb07a333ad34bd
+size 126552
diff --git a/Data/1/114.png b/Data/1/114.png
new file mode 100644
index 0000000000000000000000000000000000000000..9e500faef246cca428d8fabfdb1061baeaaaebdf
--- /dev/null
+++ b/Data/1/114.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf659ba09c3c93197fa1d30a1b716e7b9eea898c537c2634904dccf0ae20f155
+size 97241
diff --git a/Data/1/115.png b/Data/1/115.png
new file mode 100644
index 0000000000000000000000000000000000000000..0e70fdbdba88f434e46afcba9bd58fd69748649a
--- /dev/null
+++ b/Data/1/115.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:848f4e3a8b4d6dfff040f75415ea7593e5bc9213b0bfdd1588176a61b145b6bc
+size 112083
diff --git a/Data/1/116.png b/Data/1/116.png
new file mode 100644
index 0000000000000000000000000000000000000000..4b7e56fa4d2baf9155df6d7b00f810028dca4d96
--- /dev/null
+++ b/Data/1/116.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9df6618573a330e33dc3b221958c51d16cd479798dfc6b4b30951418fc1b77bc
+size 159388
diff --git a/Data/1/117.png b/Data/1/117.png
new file mode 100644
index 0000000000000000000000000000000000000000..6b96538d24dd76612e8529ab9b41e8483e75875b
--- /dev/null
+++ b/Data/1/117.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15560212cf6006733735148ba1f3ba779d1cf902cbcb84df336902d84bb5a6fd
+size 85593
diff --git a/Data/1/118.png b/Data/1/118.png
new file mode 100644
index 0000000000000000000000000000000000000000..ff1cf8a1d393b12f703ed49e20e62a124ec69a6e
--- /dev/null
+++ b/Data/1/118.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f99ad2ede03745399f2cca72605e7b34fa4c343037978702a38188f7393b286b
+size 153778
diff --git a/Data/1/119.png b/Data/1/119.png
new file mode 100644
index 0000000000000000000000000000000000000000..e8acfa8d0beb4435f977f9930efa2915b05b6a36
--- /dev/null
+++ b/Data/1/119.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae4bd54103b76c439ed4b65416e9b0de06b4eb06722b57f3469e70c2aec5c837
+size 133690
diff --git a/Data/1/120.png b/Data/1/120.png
new file mode 100644
index 0000000000000000000000000000000000000000..2648a4791e32f62eb266191814e09da241f1fd99
--- /dev/null
+++ b/Data/1/120.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddf0487784948a85ef3f2c32686cbd828c2258ebd14d3b8bcfaefd8cfda4077b
+size 125592
diff --git a/Data/1/121.png b/Data/1/121.png
new file mode 100644
index 0000000000000000000000000000000000000000..467d693ea723926bd143f303f3dd899004d9ec09
--- /dev/null
+++ b/Data/1/121.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fd282f2c925c66f26aa8728d956f0131f2a2dbaf2c9e411eec5b39cdfec65ef
+size 174428
diff --git a/Data/1/122.png b/Data/1/122.png
new file mode 100644
index 0000000000000000000000000000000000000000..c214bc0f82698ed26a488a4a25feba2edfaeb66b
--- /dev/null
+++ b/Data/1/122.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64f80f4e56e6471c949f337fbe77cd115124f3002d9417af053f493c5f8e760d
+size 125040
diff --git a/Data/1/123.png b/Data/1/123.png
new file mode 100644
index 0000000000000000000000000000000000000000..b6af9cdef63a74d883a21fe172e8248c2b803bb1
--- /dev/null
+++ b/Data/1/123.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea929791d592b8b058bccdc1001ac1693eec67a2e39c2eeb4cb5351cefa07178
+size 112966
diff --git a/Data/1/124.png b/Data/1/124.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b7768770fbfe58e917e52711458ad5946316dac
--- /dev/null
+++ b/Data/1/124.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ad5613413bf4996cb4e57c308a5cb0749c305393e47a7e6a7ebe08fce82728c
+size 41830
diff --git a/Data/1/125.png b/Data/1/125.png
new file mode 100644
index 0000000000000000000000000000000000000000..c798149bc48ec534e7903d440e38fd97b723788f
--- /dev/null
+++ b/Data/1/125.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a43e4d6e544f0d94c5bef55fe7bb85f6a3538adc402dd869dae4ab82da58c5b
+size 106217
diff --git a/Data/1/126.png b/Data/1/126.png
new file mode 100644
index 0000000000000000000000000000000000000000..ccd14031264a5d7c79c87c24d11042452b21ade1
--- /dev/null
+++ b/Data/1/126.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27eca15ed5c3603f7ff7dce425556d044ae7de93bd1808b66d672f4db90f991e
+size 60842
diff --git a/Data/1/127.png b/Data/1/127.png
new file mode 100644
index 0000000000000000000000000000000000000000..e0cb79468588c7a1b402478bad17fdfc88fc47b8
--- /dev/null
+++ b/Data/1/127.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62f6d2fce0438a1b7fd39942cc82c72a1101863a84bf8f2603a75119c82e3b22
+size 61128
diff --git a/Data/1/128.png b/Data/1/128.png
new file mode 100644
index 0000000000000000000000000000000000000000..40fd06afde87b228e0dd94f9c693e1d27a5c266b
--- /dev/null
+++ b/Data/1/128.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8bdb2074793fe51cdb1457c50b12b713986bf9b5cba2298e51c35c257c862326
+size 99163
diff --git a/Data/1/129.png b/Data/1/129.png
new file mode 100644
index 0000000000000000000000000000000000000000..da29714d5b0d2a6a4b4094f1ac740bae2475ca69
--- /dev/null
+++ b/Data/1/129.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4bc1cfaf51bb153ffc417967d2d48b9f79b728c8a2f0ceb26fc3c658282f19a4
+size 114219
diff --git a/Data/1/130.png b/Data/1/130.png
new file mode 100644
index 0000000000000000000000000000000000000000..3367df71a48d2d45138522f5eb9556fff8bf6a7c
--- /dev/null
+++ b/Data/1/130.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcb875b41d1d0bb35aa5c3ce32a63f81247288c36eca8050692afa8ffeb02d7c
+size 108364
diff --git a/Data/1/131.png b/Data/1/131.png
new file mode 100644
index 0000000000000000000000000000000000000000..809f3466ef5ce2e643ef221db279e7577f36ee87
--- /dev/null
+++ b/Data/1/131.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7bfd139ad10f1504fca334b7f2e21944ad4f552a19febd48be64809b1691f932
+size 119615
diff --git a/Data/1/132.png b/Data/1/132.png
new file mode 100644
index 0000000000000000000000000000000000000000..8959913ec8aa33a85a1cb590da675d344f33d6da
--- /dev/null
+++ b/Data/1/132.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8df2115f1ae7138ea320b31d1801efba16ff29bb98f0b9d14015034357ef180
+size 135101
diff --git a/Data/1/133.png b/Data/1/133.png
new file mode 100644
index 0000000000000000000000000000000000000000..78712801a1f5d3e58f39f4441bc6b1acb6f84e23
--- /dev/null
+++ b/Data/1/133.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:455e65d6c923e3db17efdd38c74b785c6f776f3a3f552df396871b4a8b8eb621
+size 125433
diff --git a/Data/1/134.png b/Data/1/134.png
new file mode 100644
index 0000000000000000000000000000000000000000..1a5ef414f7bb5902e7a4b577880c2d7cd269505b
--- /dev/null
+++ b/Data/1/134.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c52eaf43c2b53cf7826b6b5fc02822d8e30fce23512dc8cc50523918ea86b8ea
+size 112806
diff --git a/Data/1/135.png b/Data/1/135.png
new file mode 100644
index 0000000000000000000000000000000000000000..0789ce2f303db5600472f1cf5798c33c60da02d6
--- /dev/null
+++ b/Data/1/135.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a72eb12e47e747ac26adad6f39c7d19b022f4302969fe3d1c9bc99353bba284
+size 82039
diff --git a/Data/1/136.png b/Data/1/136.png
new file mode 100644
index 0000000000000000000000000000000000000000..d47f6318e5fe269b561cac037dad85a1983590ea
--- /dev/null
+++ b/Data/1/136.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ef2a5264376c7498c98c60ad2ad73e5df5271b86acb43064a30e221ff5889ea
+size 96323
diff --git a/Data/1/137.png b/Data/1/137.png
new file mode 100644
index 0000000000000000000000000000000000000000..8994c514e6cbb6e8a08c984e97f76fd04224d212
--- /dev/null
+++ b/Data/1/137.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec0c98fc69d96007229d13f7f12df83c88a4cea173c40c3abda0c76ea6c8fdf3
+size 135043
diff --git a/Data/1/138.png b/Data/1/138.png
new file mode 100644
index 0000000000000000000000000000000000000000..19a4bd969c15ff821fc3e547d2cd236bfd915d72
--- /dev/null
+++ b/Data/1/138.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:158f38f936ccc398666c7064d248c8f09f9e887bf3fcc9e22eea5d5aa4d29231
+size 133900
diff --git a/Data/1/139.png b/Data/1/139.png
new file mode 100644
index 0000000000000000000000000000000000000000..2d62f8726060937096a38a72655b055fd4ca7133
--- /dev/null
+++ b/Data/1/139.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:132a6692a87e8443db4088b4ccc902fb5a9cc28ff6e02af8af1f6defe2827f3f
+size 78153
diff --git a/Data/1/140.png b/Data/1/140.png
new file mode 100644
index 0000000000000000000000000000000000000000..4dcdd4f0bf2dd100fdf70e9714845f87adb443ee
--- /dev/null
+++ b/Data/1/140.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cd30a0fd81e753d8882a2c5352df19812c059a6ab57873e67e98c0711c725dd
+size 97125
diff --git a/Data/1/141.png b/Data/1/141.png
new file mode 100644
index 0000000000000000000000000000000000000000..e193c21688f862d565a81ba2643ebc562e16bcd9
--- /dev/null
+++ b/Data/1/141.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e980c689804c8a8a9680beaa8e2e928a6d0b6898ee9efd2eda7a218f9e97eca
+size 127678
diff --git a/Data/1/142.png b/Data/1/142.png
new file mode 100644
index 0000000000000000000000000000000000000000..fee51dfae4309ba4237e31ca1830f9f9a1dd1483
--- /dev/null
+++ b/Data/1/142.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2efbe03a07da788720ce5fd365af313c3adb8e62a1f21a85ec12b2e3e9b05ed
+size 108254
diff --git a/Data/1/143.png b/Data/1/143.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f3b10b57cf8d7e5fea18dc96afb9d299218b302
--- /dev/null
+++ b/Data/1/143.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd006d7879401d36d785982d33f25fe40a4cfa7da26ff1b5ab9f04821619f285
+size 89100
diff --git a/Data/1/144.png b/Data/1/144.png
new file mode 100644
index 0000000000000000000000000000000000000000..359338be4309cda881576d61ca6d2ab260d1c850
--- /dev/null
+++ b/Data/1/144.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65d686e54e2b704dcf488823bd7ee4eda5c92a7caa6b675fea0101f83fd7973a
+size 128754
diff --git a/Data/1/145.png b/Data/1/145.png
new file mode 100644
index 0000000000000000000000000000000000000000..259610646aeaad38477c80c194baf5e3ddd0039e
--- /dev/null
+++ b/Data/1/145.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b58f7ec0c9b9ff71d850c835e4a7bf8ac85410b2770699dbde2583904975a08c
+size 99258
diff --git a/Data/1/146.png b/Data/1/146.png
new file mode 100644
index 0000000000000000000000000000000000000000..bceeeadd7a9725eb50b8040ae4d4e0e3a5fd64d5
--- /dev/null
+++ b/Data/1/146.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd3eb87107706a9b5bc4ee598af7858cbc3e8c5806a0606e0757fce23933679f
+size 106615
diff --git a/Data/1/147.png b/Data/1/147.png
new file mode 100644
index 0000000000000000000000000000000000000000..8b813a95c8c8de2519dabba4c30de6ecf567772b
--- /dev/null
+++ b/Data/1/147.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce0a513c02ac1d9c5a56a6eabb597a71646133e15f6f0a423b228122fefa02d2
+size 120807
diff --git a/Data/1/148.png b/Data/1/148.png
new file mode 100644
index 0000000000000000000000000000000000000000..1ca40d223f0ea60c3812c720ba734e5825574cd3
--- /dev/null
+++ b/Data/1/148.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd626839fb9448b19a5deb62c7ab7413d0212091d5eb0a5c94984faf66235dfd
+size 110103
diff --git a/Data/1/149.png b/Data/1/149.png
new file mode 100644
index 0000000000000000000000000000000000000000..f3e3357da6488d862f2005c49fd165d43ab0c943
--- /dev/null
+++ b/Data/1/149.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2da80042fe604796e36c568b02db768db8d4d8f311ddf0088a1d3e273f621c8
+size 116922
diff --git a/Data/1/150.png b/Data/1/150.png
new file mode 100644
index 0000000000000000000000000000000000000000..d73aa5b67a3d3e6bb8484f2c6783f7fd4796480f
--- /dev/null
+++ b/Data/1/150.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c17cfdb2abe6d75956e3f2e1dbead6cdfb2df78e3a1389a703e0ea539f19b2a5
+size 127962
diff --git a/Data/1/151.png b/Data/1/151.png
new file mode 100644
index 0000000000000000000000000000000000000000..d7b7dad5282d03cf124be211770fe047e78d8c2e
--- /dev/null
+++ b/Data/1/151.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c9b3409cbce4058cd6376ac4f37ce550cdc85e57e502b430fe6b1659317e6c8
+size 113432
diff --git a/Data/1/152.png b/Data/1/152.png
new file mode 100644
index 0000000000000000000000000000000000000000..ab1359522d593eb1cae8da7c9f5af6cf6f309ca3
--- /dev/null
+++ b/Data/1/152.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:014e331e75a2081ba4326e7102c6177627d35607086932cb3e574209f6244fe0
+size 62541
diff --git a/Data/1/153.png b/Data/1/153.png
new file mode 100644
index 0000000000000000000000000000000000000000..27f52c2b71a0d822d161fd573e7683e83e7cde2f
--- /dev/null
+++ b/Data/1/153.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a0f5dbff254cf34d24b492ea5a2e8416d8886a75248727b78f53a9f02edc2ba
+size 112148
diff --git a/Data/1/154.png b/Data/1/154.png
new file mode 100644
index 0000000000000000000000000000000000000000..9698e8c14b25fb1d3ee5d05d9aafba616c1d6d6c
--- /dev/null
+++ b/Data/1/154.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e608ed7e579c527ef179b953ea7de45213392661a1bd3b2ad8cf5b6dd1b7bec
+size 88971
diff --git a/Data/1/155.png b/Data/1/155.png
new file mode 100644
index 0000000000000000000000000000000000000000..7a6ef85f59a733613b97c594c5642488511a87fd
--- /dev/null
+++ b/Data/1/155.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac4b751cc97458ee69e1f995241bc13199b556e5e5ecd76afbf7b147d931c8d2
+size 169062
diff --git a/Data/1/156.png b/Data/1/156.png
new file mode 100644
index 0000000000000000000000000000000000000000..b1b42da23abd7b2d4005092f2ad88bbce246d520
--- /dev/null
+++ b/Data/1/156.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d3595cfb35b8a2d0a9a33b92e52022bb4ad6644ddf6627713aeb939faceb1e9
+size 151441
diff --git a/Data/1/157.png b/Data/1/157.png
new file mode 100644
index 0000000000000000000000000000000000000000..873c9c1f0fc1d2eead548ac22f1ac805df6f183f
--- /dev/null
+++ b/Data/1/157.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a656872cdfe228a0045773dbdb5a16552102cd3b120cf68d892931fa8ba4368
+size 64590
diff --git a/Data/1/158.png b/Data/1/158.png
new file mode 100644
index 0000000000000000000000000000000000000000..cf273f6f5d6fb007489becefcd60cdf0fc1de453
--- /dev/null
+++ b/Data/1/158.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdb1b59ac37340a55018d4e1a885337fd0f0374907e2d8bc9c6eff1a227482f7
+size 90324
diff --git a/Data/1/159.png b/Data/1/159.png
new file mode 100644
index 0000000000000000000000000000000000000000..5bff3eaf08ff642d09cf899a810a545faf06b5f3
--- /dev/null
+++ b/Data/1/159.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97bdaa191dbea6b11d07b553ed7428bf8849c4ea5cc6c339960f38899c2bdc17
+size 108970
diff --git a/Data/1/160.png b/Data/1/160.png
new file mode 100644
index 0000000000000000000000000000000000000000..c7c57c463b192b70e7a82c9bb550c1948e724c99
--- /dev/null
+++ b/Data/1/160.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75350e797348fd1a2f3b121b21c41e5a322a29c3a02702f143565a2f7fab1c8c
+size 114763
diff --git a/Data/1/161.png b/Data/1/161.png
new file mode 100644
index 0000000000000000000000000000000000000000..1ae0356659d003e72f362d9e13966ee92a31990e
--- /dev/null
+++ b/Data/1/161.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a66449da0e83fde9f473f7bd06584b16d42c328abbfd09d89872863f4277d0b
+size 94938
diff --git a/Data/1/162.png b/Data/1/162.png
new file mode 100644
index 0000000000000000000000000000000000000000..a3cbae87499b06b30ffdb7ce970af32e295a0922
--- /dev/null
+++ b/Data/1/162.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95b0659c1189cc5a6c1d61afae1c38a95fb488fa019e276c7d7f10b909d73acb
+size 65623
diff --git a/Data/1/163.png b/Data/1/163.png
new file mode 100644
index 0000000000000000000000000000000000000000..b30bcde7b0de1adf653ca09e3d9794cb3f403848
--- /dev/null
+++ b/Data/1/163.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0102e92295975c327fddd9cf7b0ca463923a69b0b5fb0883de2560efc900099
+size 110471
diff --git a/Data/1/164.png b/Data/1/164.png
new file mode 100644
index 0000000000000000000000000000000000000000..c528f67eabd0943fe226d4f34b7656136da33cd9
--- /dev/null
+++ b/Data/1/164.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9924f4a1507b46975d51770aa76725ce753a18ccbd5ad04925396257aca9f3ac
+size 69002
diff --git a/Data/1/165.png b/Data/1/165.png
new file mode 100644
index 0000000000000000000000000000000000000000..986084524d9aa1f60ff5d3c837cb69a6cbce1224
--- /dev/null
+++ b/Data/1/165.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe7e5a322e836b2fa81506db718137cf56e5eee974aac1c0cb57169b6fbcd35b
+size 72118
diff --git a/Data/1/166.png b/Data/1/166.png
new file mode 100644
index 0000000000000000000000000000000000000000..5e1b510f5c664a7daba4d71d7abf612057464f25
--- /dev/null
+++ b/Data/1/166.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a04afaaa4427d3024ef5585506b0453dc97021fa33fbf890f4d21954b8958a90
+size 145811
diff --git a/Data/1/167.png b/Data/1/167.png
new file mode 100644
index 0000000000000000000000000000000000000000..be2cf15f15d15c8ec6772669e1e9e3590911b91c
--- /dev/null
+++ b/Data/1/167.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:704535c29c0dd31b466744ca90be1fe38762356bd22068328f9c02c7d0214d9d
+size 92066
diff --git a/Data/1/168.png b/Data/1/168.png
new file mode 100644
index 0000000000000000000000000000000000000000..d18e84e21c044c7edcd478c53c53dd4e67400c01
--- /dev/null
+++ b/Data/1/168.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20e9d99486211d09750b1bce86cbfedd29d3e16f16188892cf907151a32c091d
+size 83052
diff --git a/Data/1/169.png b/Data/1/169.png
new file mode 100644
index 0000000000000000000000000000000000000000..851b70177882c863d1e1a2dcf530a9019a07203a
--- /dev/null
+++ b/Data/1/169.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5031a957e5feeec2d3036f3423452822f9bbb569f95d5cc9e217bb0107746f3
+size 112668
diff --git a/Data/1/170.png b/Data/1/170.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b4e9257442cbfa72eb15f67aca57a52b355e0fe
--- /dev/null
+++ b/Data/1/170.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63aaa8e612a026222af199fcaf59edff61a3d7a4f50983bb98e622bc3d8f8eb5
+size 117807
diff --git a/Data/1/171.png b/Data/1/171.png
new file mode 100644
index 0000000000000000000000000000000000000000..953263a278d4afcad3521cd2d42f6892caa2a1c0
--- /dev/null
+++ b/Data/1/171.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7696a77e5ffd987227ee32cc4fac46ad9a9b7ad613663c82d42accd0534b0fd
+size 118862
diff --git a/Data/1/172.png b/Data/1/172.png
new file mode 100644
index 0000000000000000000000000000000000000000..80276ea233c3a66f13b5ea67580eb77ab7b2546c
--- /dev/null
+++ b/Data/1/172.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f0ccb114757c9f97f8639d34c787108f19091349c27643e7697019db58b0949
+size 147209
diff --git a/Data/1/173.png b/Data/1/173.png
new file mode 100644
index 0000000000000000000000000000000000000000..ea53bcebb9c9cb0c248d8eec5c6810cc1f6548a9
--- /dev/null
+++ b/Data/1/173.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:980230d749d750174ba51215c5eaa1e3a8ac59892734e4ac68b370c551e27c00
+size 141020
diff --git a/Data/1/174.png b/Data/1/174.png
new file mode 100644
index 0000000000000000000000000000000000000000..53f33a8764bb8371328f546b4df590d9c1e1ef9a
--- /dev/null
+++ b/Data/1/174.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31a2f5c2e96d2c14bf679b39878f808ae39d54d6c4f3b82defce1065732b0998
+size 114384
diff --git a/Data/1/175.png b/Data/1/175.png
new file mode 100644
index 0000000000000000000000000000000000000000..7e2c5d035c9972946b99a270c50e375a509cbb75
--- /dev/null
+++ b/Data/1/175.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0f2d2a926597a632434bcaebfe49fa248f06691106da7b27c6581d5d406d0ec
+size 133188
diff --git a/Data/1/176.png b/Data/1/176.png
new file mode 100644
index 0000000000000000000000000000000000000000..ab33f999c522f78f22765005c3cd9c8baa5201ee
--- /dev/null
+++ b/Data/1/176.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef29f9e92f2a7ed2dd99d6ef73e58db1eb426338bb32c4dfb77816cb7ae32e49
+size 157894
diff --git a/Data/1/177.png b/Data/1/177.png
new file mode 100644
index 0000000000000000000000000000000000000000..06d1e1b8dce6bca491e12db3173723504b5c0e15
--- /dev/null
+++ b/Data/1/177.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5421a12d1e4d3dfe25fcfc001a871c49df23bc17edc73bab14c286b20e603d4
+size 110738
diff --git a/Data/1/178.png b/Data/1/178.png
new file mode 100644
index 0000000000000000000000000000000000000000..aabf26a5aac47b8512f71076375037cf73656518
--- /dev/null
+++ b/Data/1/178.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb45ef603a374fc78cd76612c4b440b85d00cea6d2f7da37865c80f5465884e6
+size 137751
diff --git a/Data/1/179.png b/Data/1/179.png
new file mode 100644
index 0000000000000000000000000000000000000000..ff9dad69a53aa1f5b491766cafe55710869d91b1
--- /dev/null
+++ b/Data/1/179.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e929c06dc6cdf8b0680384150e0bddc9ac3abce11d39592b0cbdeb116750a8fc
+size 105874
diff --git a/Data/1/180.png b/Data/1/180.png
new file mode 100644
index 0000000000000000000000000000000000000000..783ec86c1c7cae8d0e6748b996b09c2ed0bf5296
--- /dev/null
+++ b/Data/1/180.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:821425456a9479bc94d201bb63028265b2f9c44cbe0a21b956fcf4b0723c9e3e
+size 96539
diff --git a/Data/1/181.png b/Data/1/181.png
new file mode 100644
index 0000000000000000000000000000000000000000..689e0becf64c17a44ecf41fc1ff5b8328d45f74f
--- /dev/null
+++ b/Data/1/181.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad57e4d88a9a7b15e3db5efdb9eef27ac5cbdfc15766398f7d48d8c7cfae64be
+size 93614
diff --git a/Data/1/182.png b/Data/1/182.png
new file mode 100644
index 0000000000000000000000000000000000000000..091086db0ff1f88946aead4de35f7b16e410e16b
--- /dev/null
+++ b/Data/1/182.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1687f74dbe932d303799147a248b627deaf17ee646d5be2da22062bd85a2904
+size 111153
diff --git a/Data/1/183.png b/Data/1/183.png
new file mode 100644
index 0000000000000000000000000000000000000000..69b2fbc524a8d645ba0f8e6a84b62ab68eeb373f
--- /dev/null
+++ b/Data/1/183.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3fe21686a06098820d95f42bdbe5c9b5b5d04ff4d7b3eb90dc9b9ea718ba40e
+size 124701
diff --git a/Data/1/184.png b/Data/1/184.png
new file mode 100644
index 0000000000000000000000000000000000000000..c54b6955fd026b52efbfe0d83b48e5cfc527972c
--- /dev/null
+++ b/Data/1/184.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c54e4702e5650faa595142cde5731b1c1818b208b441aab9465c1c6805aee5d0
+size 86134
diff --git a/Data/1/185.png b/Data/1/185.png
new file mode 100644
index 0000000000000000000000000000000000000000..d8d11e9218e77a2cef2fcf6d7e9c38fa0a47d320
--- /dev/null
+++ b/Data/1/185.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24865c46fa6cfa57b929171dc5e7baf35780a31d9fa10cfa79c78bd301af8ca3
+size 127912
diff --git a/Data/1/186.png b/Data/1/186.png
new file mode 100644
index 0000000000000000000000000000000000000000..2bb06e704bd5d58e33acccb96c2c569816ed90d5
--- /dev/null
+++ b/Data/1/186.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f832a15350b38d5487f1834f57cb8780229b7f6f5a0fe75285b13c48b6d7a43d
+size 121919
diff --git a/Data/1/187.png b/Data/1/187.png
new file mode 100644
index 0000000000000000000000000000000000000000..76e22863b67754de6bd563187207b0952a0172bb
--- /dev/null
+++ b/Data/1/187.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b38e10578e352f47a85aaf7cf74f6275f9a6f9b592776b783408114a1161e15f
+size 120237
diff --git a/Data/1/188.png b/Data/1/188.png
new file mode 100644
index 0000000000000000000000000000000000000000..d1211af9a41f4fcc335944af4449d14b2cb4f249
--- /dev/null
+++ b/Data/1/188.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97aa83e179f2b88037184925f1509f67c4959ea165c5e470bfadefe525a918da
+size 110137
diff --git a/Data/1/189.png b/Data/1/189.png
new file mode 100644
index 0000000000000000000000000000000000000000..156dbdb2d38e3db0fc83b630157b25d76e9d6c46
--- /dev/null
+++ b/Data/1/189.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c09ac24eadd3bb4c50f376b80212f724d3d41934c7b361b9fd50476a0150e6a
+size 97208
diff --git a/Data/1/190.png b/Data/1/190.png
new file mode 100644
index 0000000000000000000000000000000000000000..0cbe6b80711c7ed0cc36c7be31cc826d4a3fcfed
--- /dev/null
+++ b/Data/1/190.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71d4d45a5480e6dc61c4264b820e727cbe10f3ac02a5929fe778068719aeae97
+size 144959
diff --git a/Data/1/191.png b/Data/1/191.png
new file mode 100644
index 0000000000000000000000000000000000000000..d9f11cffaaa4a308a0b3f6367aaf525a8c590d8b
--- /dev/null
+++ b/Data/1/191.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5e9a2c5af95a72db56d230ed4ca99d275f0686dbcf1bacd06ac9e15a469fd38
+size 126564
diff --git a/Data/1/192.png b/Data/1/192.png
new file mode 100644
index 0000000000000000000000000000000000000000..a74eb1b0d34aa2abea8d5ca437fb9212bb7fad10
--- /dev/null
+++ b/Data/1/192.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a171ace093bdf67d967d683ad41aee30b5bbc05b72fbddf5e6c21d5d2cf6b0b2
+size 131182
diff --git a/Data/1/193.png b/Data/1/193.png
new file mode 100644
index 0000000000000000000000000000000000000000..2737f386b70f8fd6f09cae1f693c6763cfe71e07
--- /dev/null
+++ b/Data/1/193.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24d0b215d23e8b383ac5888e0cb9affb22fdd58ad553cb26f49265bbc40dfd85
+size 122181
diff --git a/Data/1/194.png b/Data/1/194.png
new file mode 100644
index 0000000000000000000000000000000000000000..6878aac9a0a449ad562ec4a800d9ac8cd80d871b
--- /dev/null
+++ b/Data/1/194.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb543b1ad28492a8e0f85ae0e15d18dcb5610a4fe7fe7c49612adff025ebb950
+size 97484
diff --git a/Data/1/195.png b/Data/1/195.png
new file mode 100644
index 0000000000000000000000000000000000000000..793a050f47d4022fcc5c223143e55e6fbb37ba97
--- /dev/null
+++ b/Data/1/195.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f21170f6bb87347ea6c44255a7c829351f5d3b52182cc88e679f6dd4cd3c95ca
+size 71005
diff --git a/Data/1/196.png b/Data/1/196.png
new file mode 100644
index 0000000000000000000000000000000000000000..9a4fcf83132996b8f7e24e4069c333629f407500
--- /dev/null
+++ b/Data/1/196.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d9fbb198fc3a2dd23435ef38f27bb8a5091e46947dfe81953e8a5cefaa6f75d
+size 101977
diff --git a/Data/1/197.png b/Data/1/197.png
new file mode 100644
index 0000000000000000000000000000000000000000..87d21c7eda28ba35531a96f911e920659d96f9a8
--- /dev/null
+++ b/Data/1/197.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18b89877962da84c3d88c3da8b3c07482e28bca8bbffa05c348f447ef40e9cf7
+size 73077
diff --git a/Data/1/198.png b/Data/1/198.png
new file mode 100644
index 0000000000000000000000000000000000000000..504d3980adb7d3d5d380aa060a5cda337ec271f9
--- /dev/null
+++ b/Data/1/198.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9157e65f2d2bd13bd5a7fb41c9fab8193eb82b83d4523aed91b909bfb5b32ce3
+size 100416
diff --git a/Data/1/199.png b/Data/1/199.png
new file mode 100644
index 0000000000000000000000000000000000000000..109a862f9d651191d6980158ba1b1bb6dc99e12a
--- /dev/null
+++ b/Data/1/199.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66625ba54a42ec90f1e10e6b8312af9efb742feba6a7ea99ba278c85758c65b1
+size 111222
diff --git a/Data/2/200.png b/Data/2/200.png
new file mode 100644
index 0000000000000000000000000000000000000000..5f0fe85d03e0207b984169c87226f220dd41f136
--- /dev/null
+++ b/Data/2/200.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:014e2e34a6f87b59f110e8bae51850c49e25907e40785dd0067cf83748110283
+size 107176
diff --git a/Data/2/201.png b/Data/2/201.png
new file mode 100644
index 0000000000000000000000000000000000000000..3e9e6c386837fe1aeeca7fd321bd7525e97b0fd5
--- /dev/null
+++ b/Data/2/201.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acdb2cffee26a6bae8b2aab61d6a5a2ace1336ed8de9c374c8c34795a31ca203
+size 142025
diff --git a/Data/2/202.png b/Data/2/202.png
new file mode 100644
index 0000000000000000000000000000000000000000..d706908191e17e1431e81be94164f548f5df0795
--- /dev/null
+++ b/Data/2/202.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a89e99f8907decb4c04b8455a108e6854867ed2b47845b6ea20a90bd05ea1518
+size 83597
diff --git a/Data/2/203.png b/Data/2/203.png
new file mode 100644
index 0000000000000000000000000000000000000000..50bd7cf99a165a2bd67a94d94ad50d5e765de678
--- /dev/null
+++ b/Data/2/203.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b3bc5cd032475f809a5ffe5cb546ba8964e5278c302956b29b3d0194d00e5da
+size 132695
diff --git a/Data/2/204.png b/Data/2/204.png
new file mode 100644
index 0000000000000000000000000000000000000000..94c63d27abf86a40fcbff6f8206bcc4436722790
--- /dev/null
+++ b/Data/2/204.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac3befd46c39ecf62f1346bc76c4324ad0f2d7192ec492023f27a7eddc24cbd0
+size 98466
diff --git a/Data/2/205.png b/Data/2/205.png
new file mode 100644
index 0000000000000000000000000000000000000000..98af8a9c4ec52c330c28e42ef1ecada239784bd2
--- /dev/null
+++ b/Data/2/205.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:944b976fc58c8271c6afb2c75da0c0db7874c6d9d5d81cd32387a7b92c3fdb4f
+size 83063
diff --git a/Data/2/206.png b/Data/2/206.png
new file mode 100644
index 0000000000000000000000000000000000000000..697d5bec8f59a909e444a91e7915d870577c6ff1
--- /dev/null
+++ b/Data/2/206.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0fd1eaf5ba16c4c3398fd3306cfacede71e58a18ee9040feb48d71734d5ff769
+size 142347
diff --git a/Data/2/207.png b/Data/2/207.png
new file mode 100644
index 0000000000000000000000000000000000000000..17d34fb4423684d66d2bf6dfa4d767fc083ea524
--- /dev/null
+++ b/Data/2/207.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:127ef140bce00109d71c036dd5264ad1d690db9fa709c9d3c39b099a93e43ed8
+size 116696
diff --git a/Data/2/208.png b/Data/2/208.png
new file mode 100644
index 0000000000000000000000000000000000000000..c15941aeeea7b15c71e659a6f4c475fc6ec4e57f
--- /dev/null
+++ b/Data/2/208.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4664331ce69d2dbbdd2c629eb3ec35bd296e6a20b1bfb2e414e24047832a60b9
+size 129472
diff --git a/Data/2/209.png b/Data/2/209.png
new file mode 100644
index 0000000000000000000000000000000000000000..e5c27144de61baf0ac9a819677b8fe5ba94ea771
--- /dev/null
+++ b/Data/2/209.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b59f0118f04370119ff2e99af2248f7fbbae0e5bb6a9111975c7ce382e4ca6f
+size 93144
diff --git a/Data/2/210.png b/Data/2/210.png
new file mode 100644
index 0000000000000000000000000000000000000000..d89c9c2199e137617ee5d5399d257787c2c1fff9
--- /dev/null
+++ b/Data/2/210.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9737f8f1d22c3d7def27081f1f0f6df9186c4c6d733f0726352c0acd9c806325
+size 121963
diff --git a/Data/2/211.png b/Data/2/211.png
new file mode 100644
index 0000000000000000000000000000000000000000..41d0ce4482079e8edf6f3d2c64ec9dc31ac16b44
--- /dev/null
+++ b/Data/2/211.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e13eb00f5cdfe7508b5d596240c27accb54b8895a34cd6c7ec5926dd48647638
+size 113904
diff --git a/Data/2/212.png b/Data/2/212.png
new file mode 100644
index 0000000000000000000000000000000000000000..1562463b4b19fa6c571566e4d3f0a9a2c3ba1391
--- /dev/null
+++ b/Data/2/212.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:feef304567229403c38e39d98f0f5487755d79abe3ef5b40b57df1aee29b45e3
+size 114491
diff --git a/Data/2/213.png b/Data/2/213.png
new file mode 100644
index 0000000000000000000000000000000000000000..acc02b2ab8e7003dc72fa59ebc1aa2ff7bee0df4
--- /dev/null
+++ b/Data/2/213.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:892b26edf5af8f4490bd2dbbd4c702b27a1f798775e6e9122ae201910c4cc8d1
+size 124409
diff --git a/Data/2/214.png b/Data/2/214.png
new file mode 100644
index 0000000000000000000000000000000000000000..bebd06b69e5062d2b2172e88ebea0a078a821630
--- /dev/null
+++ b/Data/2/214.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8661a36b7fd12a73d9a67fb55978b39cb649bb3a07f2ad068d46398eff6e9eb
+size 124280
diff --git a/Data/2/215.png b/Data/2/215.png
new file mode 100644
index 0000000000000000000000000000000000000000..9ceec33cfaf7fb4d0349909388243d7892e1778c
--- /dev/null
+++ b/Data/2/215.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5f054319f09e4962a97951c900c48dae8d2338f56c885ee92c993c805a9a917
+size 150576
diff --git a/Data/2/216.png b/Data/2/216.png
new file mode 100644
index 0000000000000000000000000000000000000000..7df5a639203ea2a48478c290c3ff6177e422c74c
--- /dev/null
+++ b/Data/2/216.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e9a97d1aefd3863cf52a0fe1060fb37be165e63d910d1ef1399839cfeedd7ed
+size 113333
diff --git a/Data/2/217.png b/Data/2/217.png
new file mode 100644
index 0000000000000000000000000000000000000000..c2752c42ea22fbbd12d85f857d67642783d670e2
--- /dev/null
+++ b/Data/2/217.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0156096cb3073dad2fcdadb7e87f9966fd4d056f4685d84bf92dae03c2a036b5
+size 119299
diff --git a/Data/2/218.png b/Data/2/218.png
new file mode 100644
index 0000000000000000000000000000000000000000..980103d9457fe0d1c0a791a53ece9a968e68a376
--- /dev/null
+++ b/Data/2/218.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b5d26d237fc7fb81b2141914ee553ad479330241dbe967ce5530cca5bd246a9
+size 115683
diff --git a/Data/2/219.png b/Data/2/219.png
new file mode 100644
index 0000000000000000000000000000000000000000..cf880e593fb1d1143e590392c41ba2421a509703
--- /dev/null
+++ b/Data/2/219.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8dc6afa8197fe0f8da3a853f6fd690858b12466b2d8ff7611177b63fbe20477b
+size 110767
diff --git a/Data/2/220.png b/Data/2/220.png
new file mode 100644
index 0000000000000000000000000000000000000000..ef374465b019cb93fc961a1a83e9dd33a2256f96
--- /dev/null
+++ b/Data/2/220.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74dd403e354a6835a9beba23ddbdf8217b916e1a71301dfd058a17cca04f390d
+size 116732
diff --git a/Data/2/221.png b/Data/2/221.png
new file mode 100644
index 0000000000000000000000000000000000000000..ca975a2a00f4cdb1196626222b4e10faaf5a6525
--- /dev/null
+++ b/Data/2/221.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f434dd4e6952b8c80139839ee1ed0e07a652ab0a26f668b962aa559ae5259bf4
+size 131038
diff --git a/Data/2/222.png b/Data/2/222.png
new file mode 100644
index 0000000000000000000000000000000000000000..baa20338d79e65091833b7c7dc6e23555980eb20
--- /dev/null
+++ b/Data/2/222.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8382653136901725f223083ebd7bc6cf94379d8599522ea4f6224c874daabef3
+size 106858
diff --git a/Data/2/223.png b/Data/2/223.png
new file mode 100644
index 0000000000000000000000000000000000000000..5c32466c1e1096fce9ab58386e3c7d93bab99897
--- /dev/null
+++ b/Data/2/223.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e76aba25c2223f1e9552a23e00a9aa2f00b621b2e232e9129efd6ce7d0b7e7e
+size 141128
diff --git a/Data/2/224.png b/Data/2/224.png
new file mode 100644
index 0000000000000000000000000000000000000000..9539f43c6912fbf8dc050f59c84b7d5a62db3115
--- /dev/null
+++ b/Data/2/224.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b68945a72cb57f604c45ab0222df42416d34cad6ec84aee5a6b4318220bb5445
+size 125413
diff --git a/Data/2/225.png b/Data/2/225.png
new file mode 100644
index 0000000000000000000000000000000000000000..d88280b7b10cc04ae1559d1f6ed143b565bb12b5
--- /dev/null
+++ b/Data/2/225.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1a2d2715033a2a3c7c6597eef17597f19066f1e6551bf78fcdf20a9c66cefe6
+size 134169
diff --git a/Data/2/226.png b/Data/2/226.png
new file mode 100644
index 0000000000000000000000000000000000000000..5c327a209358d7b4e7286a30c049040d783a37ed
--- /dev/null
+++ b/Data/2/226.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7741fa5154ab9946a77d391b0b5488adbc605ccab38e17504edf74295d97d5d6
+size 108261
diff --git a/Data/2/227.png b/Data/2/227.png
new file mode 100644
index 0000000000000000000000000000000000000000..05ddd7ee92b79dbb5036110f23332cdad48edde8
--- /dev/null
+++ b/Data/2/227.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b30d58c877a7063b742cb1563baf544761439e4e41ce311642adf60e5cff0de0
+size 135729
diff --git a/Data/2/228.png b/Data/2/228.png
new file mode 100644
index 0000000000000000000000000000000000000000..3dc481b8e0c43bf552b35499ddd3a2e727672e6a
--- /dev/null
+++ b/Data/2/228.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65ba6a048354b1399c412e14bf7f6cac83d3bccfb693ba719caff9e1263e37a2
+size 103390
diff --git a/Data/2/229.png b/Data/2/229.png
new file mode 100644
index 0000000000000000000000000000000000000000..2e1e0de8af069ebab81d29b3b7e3c89f1fac845a
--- /dev/null
+++ b/Data/2/229.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e30a9cc6e821fa384ce0313012698b1aad074389a04a5aed195d75680baa6b4f
+size 87067
diff --git a/Data/2/230.png b/Data/2/230.png
new file mode 100644
index 0000000000000000000000000000000000000000..99bcdc40387b7ace850be70c91bff90f099fe20d
--- /dev/null
+++ b/Data/2/230.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9470e60fd4a56419a1925ebc4ccbc2bb759cd8f23c8cd31ebd0a7ce1d0ae1e3b
+size 90146
diff --git a/Data/2/231.png b/Data/2/231.png
new file mode 100644
index 0000000000000000000000000000000000000000..db8c7e7a8035dc659f32ef0814efb14a42c53d7d
--- /dev/null
+++ b/Data/2/231.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ff3d56db8d891ce566d8aece463ae117d371a6350cac0f96e37a444e0d196b4
+size 93007
diff --git a/Data/2/232.png b/Data/2/232.png
new file mode 100644
index 0000000000000000000000000000000000000000..9a929f520a70b775d46e850257a0fd14a270c165
--- /dev/null
+++ b/Data/2/232.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d03b3eac97b2379c7047642743c5c8498e9b88852deae75d82e646aac44f102
+size 133148
diff --git a/Data/2/233.png b/Data/2/233.png
new file mode 100644
index 0000000000000000000000000000000000000000..7d217b4d666568b1cf99a9f5b9ed20182f9e368e
--- /dev/null
+++ b/Data/2/233.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11ab58ed3524950e1126f67b365289c7f7af62703cdfe064cb6ae7a08e872ddc
+size 136838
diff --git a/Data/2/234.png b/Data/2/234.png
new file mode 100644
index 0000000000000000000000000000000000000000..ed5f72c0c4c25824cb2657516b8f0bdc0ddb73fe
--- /dev/null
+++ b/Data/2/234.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29ad829b529e7332ddee331a4e01544fcbb96449938fd7c4dc8cd2530b758a28
+size 117956
diff --git a/Data/2/235.png b/Data/2/235.png
new file mode 100644
index 0000000000000000000000000000000000000000..1d5712211a97b86609fe0c93ee27c95cb415e9dc
--- /dev/null
+++ b/Data/2/235.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a87c0f67b899dd664285cf1c02d5308d67c1768f44593b40f037485989ce471
+size 101732
diff --git a/Data/2/236.png b/Data/2/236.png
new file mode 100644
index 0000000000000000000000000000000000000000..36afb1a1eae779fc107b38562353f42cd244e6f4
--- /dev/null
+++ b/Data/2/236.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f94e01565e96f699f84f96db00450d8296643aa1c6e86e3f90e22d446a559d1b
+size 101284
diff --git a/Data/2/237.png b/Data/2/237.png
new file mode 100644
index 0000000000000000000000000000000000000000..617c015a3b29b89020b86f6f0124d8496c7c77f6
--- /dev/null
+++ b/Data/2/237.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0182a042e577ca5df8a87ece672d4b3e70966564f3cdadfed9ab69228aec7a2
+size 123845
diff --git a/Data/2/238.png b/Data/2/238.png
new file mode 100644
index 0000000000000000000000000000000000000000..9a68a85df116748dbe3e747f7d6b0e4043ba2458
--- /dev/null
+++ b/Data/2/238.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e26584c752973588fe4d892079a0850febbae6ed1798b6bfe36e523b74872d87
+size 123136
diff --git a/Data/2/239.png b/Data/2/239.png
new file mode 100644
index 0000000000000000000000000000000000000000..009cc83591c4b0f5b3c3ec0ce033072f95aeb9d0
--- /dev/null
+++ b/Data/2/239.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a428421a11eda778b5e5280b6ea3cdd6c0d03314bea4fb79015d4a4c4abb742a
+size 137787
diff --git a/Data/2/240.png b/Data/2/240.png
new file mode 100644
index 0000000000000000000000000000000000000000..eabdee10603f0e4f221f8f81c2d9f0dd412b0ba6
--- /dev/null
+++ b/Data/2/240.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65bccf9de0b07b40688c7aaf92dbce90cc3c75473ae55d201567e65ebe64882c
+size 109560
diff --git a/Data/2/241.png b/Data/2/241.png
new file mode 100644
index 0000000000000000000000000000000000000000..d78b3545dec2104c6800db5905da644e5fbe47ee
--- /dev/null
+++ b/Data/2/241.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa44492107023a5178cc9f43eeab52d4a1b07d544f568a5b396eee110a53839e
+size 110827
diff --git a/Data/2/242.png b/Data/2/242.png
new file mode 100644
index 0000000000000000000000000000000000000000..10df9d64682ef787eb763fb5b1875bd0914b938a
--- /dev/null
+++ b/Data/2/242.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c22c011670705de69a62f3b967e518cab7dabd16e0978317a8a6fb108794c4c9
+size 122401
diff --git a/Data/2/243.png b/Data/2/243.png
new file mode 100644
index 0000000000000000000000000000000000000000..680359f04c120641d4258d0e86eb84bfde5cfa74
--- /dev/null
+++ b/Data/2/243.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e128baeabb741e9e54b38c1b158f99ccbed77a30a6b184e8be9c5863da6855ac
+size 94677
diff --git a/Data/2/244.png b/Data/2/244.png
new file mode 100644
index 0000000000000000000000000000000000000000..36aac68423a4cd25a9f30212770355f43d4a506e
--- /dev/null
+++ b/Data/2/244.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb9fe416c1d1c91bcd1852ca463d05933d41d193c472039ec4530b8e5cb2dd5f
+size 111590
diff --git a/Data/2/245.png b/Data/2/245.png
new file mode 100644
index 0000000000000000000000000000000000000000..4cd46c4d0cf28c0dfac561889e2e93da694c62fb
--- /dev/null
+++ b/Data/2/245.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee8662ac7178c28e25aefe3ff188e4a949ae22b23bee4d71a33bc65d65f28ac2
+size 145188
diff --git a/Data/2/246.png b/Data/2/246.png
new file mode 100644
index 0000000000000000000000000000000000000000..129e7bfa9f0bedff4a21de1d772c3310a07599a2
--- /dev/null
+++ b/Data/2/246.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:584672c1787d3b5f6c0349a4ceb1004d50edf9ef539f6ea7a89994b54a8ae863
+size 125840
diff --git a/Data/2/247.png b/Data/2/247.png
new file mode 100644
index 0000000000000000000000000000000000000000..2d243c5064d8a80fce2b58ef95116f8168aec707
--- /dev/null
+++ b/Data/2/247.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f28e23198f5f9decf96a61ec969778682f909e69ed15dbfa268f5b7de4ebd6f
+size 134141
diff --git a/Data/2/248.png b/Data/2/248.png
new file mode 100644
index 0000000000000000000000000000000000000000..d67f99550988b2dfbc2d7c4d93932a663685a502
--- /dev/null
+++ b/Data/2/248.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb401e3583e575130fcdc78fa1bcc9fb5cad461e25f658558f1692e9bde6abeb
+size 124914
diff --git a/Data/2/249.png b/Data/2/249.png
new file mode 100644
index 0000000000000000000000000000000000000000..c6fb14138204541cad47abfdf98aa0b396412dea
--- /dev/null
+++ b/Data/2/249.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3b881245fcf00081aafada708c7a3600c713afbfd19445546aaacb8dbc605d5
+size 192014
diff --git a/Data/2/250.png b/Data/2/250.png
new file mode 100644
index 0000000000000000000000000000000000000000..19f63013f6488b85a84233f7d1bfd8ea876b5998
--- /dev/null
+++ b/Data/2/250.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e686f45275f5a0409fa438ab0deca79e575b07b6b7b9eeeda90572e90405564
+size 84962
diff --git a/Data/2/251.png b/Data/2/251.png
new file mode 100644
index 0000000000000000000000000000000000000000..b65d32fb88ebfe94349375e855104c19c7fac2a3
--- /dev/null
+++ b/Data/2/251.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:173acd75c0355b008f1942f188fac132b27fe0360204cbc2ff006518bd2727e6
+size 122959
diff --git a/Data/2/252.png b/Data/2/252.png
new file mode 100644
index 0000000000000000000000000000000000000000..ab622215c3a0cef8f2f8f229fcac57919cd98c5a
--- /dev/null
+++ b/Data/2/252.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef8d5b20e80b0431fe0ba20899d8f88fdd7a2b8b22cac6553151b95f480413a1
+size 99494
diff --git a/Data/2/253.png b/Data/2/253.png
new file mode 100644
index 0000000000000000000000000000000000000000..d08151eabea28a767390c21fd817c5b6a067f2bf
--- /dev/null
+++ b/Data/2/253.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad74564f9e59aaeed5eab0f615af5f0b425f25e9ace4e602d1d3f6d27dd0f428
+size 135990
diff --git a/Data/2/254.png b/Data/2/254.png
new file mode 100644
index 0000000000000000000000000000000000000000..4029b43f318abb56f85ef3971d7e50d00f2bdceb
--- /dev/null
+++ b/Data/2/254.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:950ac5364ea56f1517352b0581d3f013b7ca4d0bae837445df88f3025b9a7a78
+size 98150
diff --git a/Data/2/255.png b/Data/2/255.png
new file mode 100644
index 0000000000000000000000000000000000000000..02264d94f2c3f1be367b08f5f1861f36c05bb296
--- /dev/null
+++ b/Data/2/255.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0953a02fdd2a83b6a03f228c3b372571538be81008c4092f0bde9cb4650cbd6
+size 122353
diff --git a/Data/2/256.png b/Data/2/256.png
new file mode 100644
index 0000000000000000000000000000000000000000..d2b0c0627a7a78bf24a55e891b83420d3129447d
--- /dev/null
+++ b/Data/2/256.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62070a39a9f0a66117cb37e30a73b4be0a7c9e45161132d75d457fe3665a9b3b
+size 128167
diff --git a/Data/2/257.png b/Data/2/257.png
new file mode 100644
index 0000000000000000000000000000000000000000..923ade51eb755601292e27cb74de84bae0ad02f0
--- /dev/null
+++ b/Data/2/257.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d352089d0e3bb13dd1865e478ed05201970d1a134556badf252c5ada7b1b54f9
+size 139129
diff --git a/Data/2/258.png b/Data/2/258.png
new file mode 100644
index 0000000000000000000000000000000000000000..be68feca3f4ba63d3fe2619e5c1784f952ff444e
--- /dev/null
+++ b/Data/2/258.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd0c5aa14d82d2bb52143438d9467d7615a0707afd2793babbe7352695d3fa20
+size 126085
diff --git a/Data/2/259.png b/Data/2/259.png
new file mode 100644
index 0000000000000000000000000000000000000000..017fda3f3cab31bc2fd41e49144209253e668848
--- /dev/null
+++ b/Data/2/259.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd5706eb253f3132db7c4197f074924bd8de0049d12c7a77c51e1f808891ef13
+size 108447
diff --git a/Data/2/260.png b/Data/2/260.png
new file mode 100644
index 0000000000000000000000000000000000000000..a60cbd61abd2fdc0c2d4bb2ec057d45a86f1fbf7
--- /dev/null
+++ b/Data/2/260.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcbe6cbe06002bfa74076ef0b2b970fc381093982c9c183b0cfc9cf1cb72311a
+size 85512
diff --git a/Data/2/261.png b/Data/2/261.png
new file mode 100644
index 0000000000000000000000000000000000000000..ee5ba78b7823c864d3bc69729553be0b0766a7b6
--- /dev/null
+++ b/Data/2/261.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:deed44568665335d225c2ec0dba8ba1caad6d2ef1ead4e22609eddf818aed274
+size 74186
diff --git a/Data/2/262.png b/Data/2/262.png
new file mode 100644
index 0000000000000000000000000000000000000000..02edf07faccb55c57328099f1f7ca35ca4e99389
--- /dev/null
+++ b/Data/2/262.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b11ed69b6797cba95e5d4608ab265190d2033be4846ae77dece59fa6bb64759
+size 115858
diff --git a/Data/2/263.png b/Data/2/263.png
new file mode 100644
index 0000000000000000000000000000000000000000..68f12a5078b532ea152d97d11656e8bb44363773
--- /dev/null
+++ b/Data/2/263.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2ae79474da2da51b94df043e97c9b1dd36d2d28a9ccca71d483f90c2b88df4b
+size 99171
diff --git a/Data/2/264.png b/Data/2/264.png
new file mode 100644
index 0000000000000000000000000000000000000000..54ef90c6f082fdb0b133db19da736f7e5b098d01
--- /dev/null
+++ b/Data/2/264.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34d9344dd468c93ad24d83927e1c94231c7cfc2cf1998b3d9bb5045f45b81e9e
+size 130707
diff --git a/Data/2/265.png b/Data/2/265.png
new file mode 100644
index 0000000000000000000000000000000000000000..73dea7d4b5c97b4ea4dd7a63ceb4c3e184eded76
--- /dev/null
+++ b/Data/2/265.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2aaa81a1126e8554e3346e7431c2a0fddfe9eb8774575bdde838f87538fc7c44
+size 137546
diff --git a/Data/2/266.png b/Data/2/266.png
new file mode 100644
index 0000000000000000000000000000000000000000..00a6280ce0701c3da3a7d971c594058d813bea58
--- /dev/null
+++ b/Data/2/266.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:279c4618993d7af996b77a2de1d99e4cdcaa9a483bdedfc60cf8d7657f13a6cd
+size 162610
diff --git a/Data/2/267.png b/Data/2/267.png
new file mode 100644
index 0000000000000000000000000000000000000000..7cc7342023dccf50083aceda15b91ccc3d793493
--- /dev/null
+++ b/Data/2/267.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d39d2691d2fbf27d8eb82a34795f3229ada6d1d7e887e4a8cfbcba936d4ea2f0
+size 102460
diff --git a/Data/2/268.png b/Data/2/268.png
new file mode 100644
index 0000000000000000000000000000000000000000..2d96d0ecf120820ebe9a4df722734cbcd2f2d863
--- /dev/null
+++ b/Data/2/268.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2575ebd4747b8651e4a14325b5db75dd98de3058d8cff2845c5bab4811f681f
+size 127249
diff --git a/Data/2/269.png b/Data/2/269.png
new file mode 100644
index 0000000000000000000000000000000000000000..3ec66827dcd6e506292d5d441f9fd118dc21ff32
--- /dev/null
+++ b/Data/2/269.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7bcf27b061d0b5d4007af79980bcafbc56b95a97696eacc912ca7aa666bc83d4
+size 90928
diff --git a/Data/2/270.png b/Data/2/270.png
new file mode 100644
index 0000000000000000000000000000000000000000..08c199f5b8124569fbffc3194842dc80db72db4e
--- /dev/null
+++ b/Data/2/270.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4b289b470c0c5a638955cd3cf5d2dd9a53e70f69523ce629fd662bd7697361a
+size 102594
diff --git a/Data/2/271.png b/Data/2/271.png
new file mode 100644
index 0000000000000000000000000000000000000000..09648d737a78ed9eebc4628b71162e5bd73c6572
--- /dev/null
+++ b/Data/2/271.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fab2cfc83a58ec7e07d15172efc84359461771e401d8d3ab3a807b3bbc2e24e
+size 86207
diff --git a/Data/2/272.png b/Data/2/272.png
new file mode 100644
index 0000000000000000000000000000000000000000..130fa6d2fd94cd1dfec53101451c8ab45e887789
--- /dev/null
+++ b/Data/2/272.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36bde211161a307d3280098fcf73103fd0f0c8292ba56b63ee4cefb451997f78
+size 124482
diff --git a/Data/2/273.png b/Data/2/273.png
new file mode 100644
index 0000000000000000000000000000000000000000..aea40beb0de951be85d732aa1a568fd972a369ec
--- /dev/null
+++ b/Data/2/273.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05cd7cabea0923df131a7de32034a482ada4e2ed102c11eab826c19531cbcf0a
+size 152896
diff --git a/Data/2/274.png b/Data/2/274.png
new file mode 100644
index 0000000000000000000000000000000000000000..dbbd0965393a6de7ef6df1d0982e08b70fbf975e
--- /dev/null
+++ b/Data/2/274.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ae3e098de050b9f4f6bcd4d762dda6425cbf51f959c7db5079f2c45dba6952b
+size 177152
diff --git a/Data/2/275.png b/Data/2/275.png
new file mode 100644
index 0000000000000000000000000000000000000000..33ea0bc274c2c9be014d7c710bd1a3f0e83071aa
--- /dev/null
+++ b/Data/2/275.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:312d71261b42669c9c367060b67f450ba523df87fc5f54f19fbcc7a17c2c336b
+size 155334
diff --git a/Data/2/276.png b/Data/2/276.png
new file mode 100644
index 0000000000000000000000000000000000000000..f62fd041372e44e79a79877d7ca956dce8fcbe82
--- /dev/null
+++ b/Data/2/276.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6595cac2a7f654edd8715fa4072a3c9fad254b2a3aea037e868f8097a4a4fe1
+size 94173
diff --git a/Data/2/277.png b/Data/2/277.png
new file mode 100644
index 0000000000000000000000000000000000000000..00d70b98416108b8f965c55864dd5d363ac9da2c
--- /dev/null
+++ b/Data/2/277.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7328661bdd61a51ecbb32710e554917540fdba2cc6c8638ccd947360de3268b8
+size 111105
diff --git a/Data/2/278.png b/Data/2/278.png
new file mode 100644
index 0000000000000000000000000000000000000000..aca2c4aec4ba6823c6f610cf2b7f19e9836999e8
--- /dev/null
+++ b/Data/2/278.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b0f3fa8725664f51f92ca0385f9c98b625bc3273323301f6d303ad044be8cca
+size 101855
diff --git a/Data/2/279.png b/Data/2/279.png
new file mode 100644
index 0000000000000000000000000000000000000000..59e42b3393b6468a1a4d8c4797b3723a967e7c37
--- /dev/null
+++ b/Data/2/279.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:894fa2ae41e6167f53cd35ba3420ef6a8be185a1ca378405b3009e47faa02991
+size 106812
diff --git a/Data/2/280.png b/Data/2/280.png
new file mode 100644
index 0000000000000000000000000000000000000000..77e52dbdcc08825187cc270f9aab02c13bc0a7b4
--- /dev/null
+++ b/Data/2/280.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68f0af02db9b01d6ba027eef32e78d1cda167c3b4baa033aa8aaab3a0d28554a
+size 113733
diff --git a/Data/2/281.png b/Data/2/281.png
new file mode 100644
index 0000000000000000000000000000000000000000..f7371c19ea88725d11a65c3e54d5e8504895dee0
--- /dev/null
+++ b/Data/2/281.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2316004e8d23cdf69109acb646d8147f060e1732c5418a7774b7230305dcdcf8
+size 137880
diff --git a/Data/2/282.png b/Data/2/282.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e0d98d820c598cc6cb3b7e960bc043d24538ebf
--- /dev/null
+++ b/Data/2/282.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b8a58a4e988df17e32781add8f4c83c7869c50242bc170be12460e2857245b8
+size 178989
diff --git a/Data/2/283.png b/Data/2/283.png
new file mode 100644
index 0000000000000000000000000000000000000000..fd2c266e27baf325513d2c349e47707b98ebdfe5
--- /dev/null
+++ b/Data/2/283.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a6ad211610027a3e6016ea1b565dbe318e8e69a52ee24580ba505bbaa914647
+size 193734
diff --git a/Data/2/284.png b/Data/2/284.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c69936c3be4dae2a3aa7fcae086d3f2269540c5
--- /dev/null
+++ b/Data/2/284.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e0b5d6be5c993b66287168bb2d548539876e85f543a5ee775dfba63d31f6af5
+size 117502
diff --git a/Data/2/285.png b/Data/2/285.png
new file mode 100644
index 0000000000000000000000000000000000000000..0097467b233f91529b5fab15e599a319129665c6
--- /dev/null
+++ b/Data/2/285.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7229d577c4ceac109f8492f02f7ec7d0c857a28e13a67a4d445352ff0e47bb00
+size 116110
diff --git a/Data/2/286.png b/Data/2/286.png
new file mode 100644
index 0000000000000000000000000000000000000000..29d61d7da8d9e7a10eb360987b2ec19325518f16
--- /dev/null
+++ b/Data/2/286.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3b483c9f51ab1be7a632e955c3ede4b0a293bbb3ff51e264af9640b3d8dd498
+size 135568
diff --git a/Data/2/287.png b/Data/2/287.png
new file mode 100644
index 0000000000000000000000000000000000000000..9dff834287ccfa8fbf893a75b4b95dca158a6263
--- /dev/null
+++ b/Data/2/287.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d11ee9d22c54539ce5f10bc2e9e792b9bdb3d318251d1857631acb76e5b088cf
+size 155122
diff --git a/Data/2/288.png b/Data/2/288.png
new file mode 100644
index 0000000000000000000000000000000000000000..ea9f31f45b9b8e007ceafac7632638738c637dee
--- /dev/null
+++ b/Data/2/288.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e391581768eede7aa042cfe667297f04385c9d386c91c19e52bd5d934e18bbb4
+size 162413
diff --git a/Data/2/289.png b/Data/2/289.png
new file mode 100644
index 0000000000000000000000000000000000000000..3368c04c504967d0127eb6baf5b76def5e719cbc
--- /dev/null
+++ b/Data/2/289.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1e42b9469b7dd985dde7cd3e227a3fc661a79be808eb247426d1cd4fddd38b4
+size 104560
diff --git a/Data/2/290.png b/Data/2/290.png
new file mode 100644
index 0000000000000000000000000000000000000000..876e907bec5c112ee01036f46890352e906b2b34
--- /dev/null
+++ b/Data/2/290.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6afd4f53936548e790fce9f39769d9a6191c599f724c26c1575c7f15ec341aa5
+size 105819
diff --git a/Data/2/291.png b/Data/2/291.png
new file mode 100644
index 0000000000000000000000000000000000000000..4ce001a758de698429b3d53833bc2dd2ef390f72
--- /dev/null
+++ b/Data/2/291.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9817234659086f40c6f35ee438324f5bec354efcf7a40fb63e9b729624809f3
+size 90108
diff --git a/Data/2/292.png b/Data/2/292.png
new file mode 100644
index 0000000000000000000000000000000000000000..e18bcaf42e139fc8e2166b33dcd7795df0be1e0a
--- /dev/null
+++ b/Data/2/292.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a878094925eb5908a6bb5bb0b0099ebaf57064634dcec10b2ff4e8963834a88
+size 133418
diff --git a/Data/2/293.png b/Data/2/293.png
new file mode 100644
index 0000000000000000000000000000000000000000..7681ec12c6609a871743fea4f5aa9494a3112b44
--- /dev/null
+++ b/Data/2/293.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e41bd1d2a969052b21fe6bd355dbde2e53a64eb98dafb595e6d02bff1add47a5
+size 98284
diff --git a/Data/2/294.png b/Data/2/294.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb3b7d451840c5815a467e864a6150f4a02c5899
--- /dev/null
+++ b/Data/2/294.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54d4e0d35e570180503d8a54716d6c8c18d66e60f6a3aaec37e3b715b1bfc625
+size 87992
diff --git a/Data/2/295.png b/Data/2/295.png
new file mode 100644
index 0000000000000000000000000000000000000000..b94263866e72edf53b146ef9a81e00baa9bee08f
--- /dev/null
+++ b/Data/2/295.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bd68b1b7a9a2177dcaff9bf9a0d3e9393d15dde2a6a44ba73a8c81c583e3a8d
+size 61031
diff --git a/Data/2/296.png b/Data/2/296.png
new file mode 100644
index 0000000000000000000000000000000000000000..be6237139b8180cb7d3bcb7d95993dfb3840bbe0
--- /dev/null
+++ b/Data/2/296.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8831d5e9acefc0e1f072cef4aa9e8f0ecde32627c6ddd79c4543897244a790f5
+size 119650
diff --git a/Data/2/297.png b/Data/2/297.png
new file mode 100644
index 0000000000000000000000000000000000000000..6853c5e8524ca8a23dc18c1d2465dbc8b1c2b49c
--- /dev/null
+++ b/Data/2/297.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cf792ea2fb8032030e0c0b33ac45acc66402258de6d32553291f4dd06007ea8
+size 68607
diff --git a/Data/2/298.png b/Data/2/298.png
new file mode 100644
index 0000000000000000000000000000000000000000..a867daa676d54cd5d3a92b3259e5e3fe581df7bf
--- /dev/null
+++ b/Data/2/298.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16f31bdc7e297bb3a318bd152974d4de0c7ddda4bf3799c4fe1eca84b9a0f9ea
+size 98136
diff --git a/Data/2/299.png b/Data/2/299.png
new file mode 100644
index 0000000000000000000000000000000000000000..54af48b3ed4275a926ff7cb32ff2d05251ca13f5
--- /dev/null
+++ b/Data/2/299.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65335e99e60f8bee575ee4940e022869417bf213697b0dea75a9567301b1784f
+size 81524
diff --git a/Data/3/300.png b/Data/3/300.png
new file mode 100644
index 0000000000000000000000000000000000000000..8d185c6cbb0b157c0bb8933af8314efc15e26e9f
--- /dev/null
+++ b/Data/3/300.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d29dc2305002dbd3627440ecdaecc857d9d15ea358bca55f08e1b8ed3f2a7d7
+size 149554
diff --git a/Data/3/301.png b/Data/3/301.png
new file mode 100644
index 0000000000000000000000000000000000000000..b3385cc342630e485370d031e2aaec18e20e8c25
--- /dev/null
+++ b/Data/3/301.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:931e88f65647c59f7271c59d7b52870ad78fb2cf7b3ec9870cf007067d72b741
+size 82942
diff --git a/Data/3/302.png b/Data/3/302.png
new file mode 100644
index 0000000000000000000000000000000000000000..658fe3020c10107b0a0f01af8b813cbcd60acf39
--- /dev/null
+++ b/Data/3/302.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b9d187063d722ac1cbfbc7514250ba17ec9e9846597f1839557f1bdcd7a0d62
+size 91493
diff --git a/Data/3/303.png b/Data/3/303.png
new file mode 100644
index 0000000000000000000000000000000000000000..ba6252b3d1884ba7a94f821b78e3637d39d9b5eb
--- /dev/null
+++ b/Data/3/303.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c04d0abed63692baa8e060b86ea21013791597348067e3cdb95330ebee594b13
+size 150982
diff --git a/Data/3/304.png b/Data/3/304.png
new file mode 100644
index 0000000000000000000000000000000000000000..08d5b9648cb8e0322302c574598f5b11fbfa200f
--- /dev/null
+++ b/Data/3/304.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afbfa9888b0bda3112e389c08c5861ca90ced4834352c9451f3eb09fea12535d
+size 115130
diff --git a/Data/3/305.png b/Data/3/305.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f98193c2d052dc00be2ab8bd02bbe64d5041acd
--- /dev/null
+++ b/Data/3/305.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd724c8241eca74a6586e4e33e622aff79aac2eccd6f4bce9f41031303a3355f
+size 110684
diff --git a/Data/3/306.png b/Data/3/306.png
new file mode 100644
index 0000000000000000000000000000000000000000..8a5c0e2c23549e9f8a68d65429e024c08b748022
--- /dev/null
+++ b/Data/3/306.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8724f5499b5e7d0bfdcd6abcc037f8f1476413c725c669a747a8301913d0fc1c
+size 177878
diff --git a/Data/3/307.png b/Data/3/307.png
new file mode 100644
index 0000000000000000000000000000000000000000..c748473931d65e88396adddf2a79d94737af8b29
--- /dev/null
+++ b/Data/3/307.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fe093961ee6ee05ae23ca3530fb847dd41ec207b8d5ec1b93f1034e7d3a02e0
+size 133545
diff --git a/Data/3/308.png b/Data/3/308.png
new file mode 100644
index 0000000000000000000000000000000000000000..4e74f80499ff6c287f82ec647ea5b13105818f93
--- /dev/null
+++ b/Data/3/308.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:091e90fb62d6242596838e80278245f053eeb8081c28bd6705f8eeb38607f1dd
+size 115866
diff --git a/Data/3/309.png b/Data/3/309.png
new file mode 100644
index 0000000000000000000000000000000000000000..85a5713b779e9a7a58ab6ccfa43fcf4a4f9233fe
--- /dev/null
+++ b/Data/3/309.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ff3f92c4abb93a6cc864638fa05c4c6224bd7716c2f0d260bb25bff28844d4f
+size 129368
diff --git a/Data/3/310.png b/Data/3/310.png
new file mode 100644
index 0000000000000000000000000000000000000000..387a7765d7bd88506498e3d2339ccf82af65da6a
--- /dev/null
+++ b/Data/3/310.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffca72beb24956d74521d2c8e548b6254232e72290ef716d822be8584cdfdf53
+size 124130
diff --git a/Data/3/311.png b/Data/3/311.png
new file mode 100644
index 0000000000000000000000000000000000000000..3f512bdf59bc25fef366448079c4b4b5cf9c1196
--- /dev/null
+++ b/Data/3/311.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0eebc6366dafbd46a419bb0cb3b75102de349eecc626c135879bda7c961d9db
+size 59099
diff --git a/Data/3/312.png b/Data/3/312.png
new file mode 100644
index 0000000000000000000000000000000000000000..55f118ee0e4033f48955f8fb23fff140cba2a8c1
--- /dev/null
+++ b/Data/3/312.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:459143730499dfdf327a0ea7c01019c654309673d8ba9da18228042169e24798
+size 136681
diff --git a/Data/3/313.png b/Data/3/313.png
new file mode 100644
index 0000000000000000000000000000000000000000..d182ade3de7db74814de2b78e31a3e562d5a8e8f
--- /dev/null
+++ b/Data/3/313.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f0f49584847c6e675a31bde1dff2975b7e033ebf1dbd5dd66a9e5fac7bab2e6
+size 104462
diff --git a/Data/3/314.png b/Data/3/314.png
new file mode 100644
index 0000000000000000000000000000000000000000..6c7d6d4ba35e0a5142b99a54b28b7014bc17f22b
--- /dev/null
+++ b/Data/3/314.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01bec7a77dd0c7202c6ba128eb74e6187ffa595d28551b761fb58850da7fa5d0
+size 147902
diff --git a/Data/3/315.png b/Data/3/315.png
new file mode 100644
index 0000000000000000000000000000000000000000..813d2731e974eba40699740a07f394c134592e39
--- /dev/null
+++ b/Data/3/315.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca27a32395b52d5aed972857857339a2596d2e53b6ecdb5a8b3aab8012acc897
+size 120554
diff --git a/Data/3/316.png b/Data/3/316.png
new file mode 100644
index 0000000000000000000000000000000000000000..bd4997b030921bb1c8472c27c7f37cc92745faa8
--- /dev/null
+++ b/Data/3/316.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9f786c60a9fdbd904f6ee5cca8e2c7068158f46c20876a5b833335c42f22799
+size 104996
diff --git a/Data/3/317.png b/Data/3/317.png
new file mode 100644
index 0000000000000000000000000000000000000000..a54152c9dafab5d96c135adf6d130934d8dae01d
--- /dev/null
+++ b/Data/3/317.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e349b9c698c10355c80898ded66752e6fb03679d2e7a0a8662f972e67efd5f2
+size 109783
diff --git a/Data/3/318.png b/Data/3/318.png
new file mode 100644
index 0000000000000000000000000000000000000000..6febcf73e30db39e36b0a8024fd0acfe3d6bdfe1
--- /dev/null
+++ b/Data/3/318.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6437f7998751ca315f3875961c8634c6967e24fe8871fd5fe7cda137dd02a181
+size 170335
diff --git a/Data/3/319.png b/Data/3/319.png
new file mode 100644
index 0000000000000000000000000000000000000000..47f830ba20b3af183672c30ab9155741fc4d6675
--- /dev/null
+++ b/Data/3/319.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:875342dc75810cdb6590ca059110ebc3d1511c980f69938fbe244a244fd561ad
+size 114898
diff --git a/Data/3/320.png b/Data/3/320.png
new file mode 100644
index 0000000000000000000000000000000000000000..c4b6e8ec294cbc190b394076783634d27353a44c
--- /dev/null
+++ b/Data/3/320.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74ee4579e220739010a045d6ca419e88c0aadc896256c2a63170637fd18d5c4c
+size 140513
diff --git a/Data/3/321.png b/Data/3/321.png
new file mode 100644
index 0000000000000000000000000000000000000000..3df5c200ab3fde558fd524b8394d81292e32387e
--- /dev/null
+++ b/Data/3/321.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1639cdfa1c4b45cc173e45991a1e0b315d31469593b1875df6739e973b857b6b
+size 90960
diff --git a/Data/3/322.png b/Data/3/322.png
new file mode 100644
index 0000000000000000000000000000000000000000..09637da4e271fcf6b7d5e3eac630eea47f202be5
--- /dev/null
+++ b/Data/3/322.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c5223679068e7c4320e398313c6f32cd04d2e29dac1843b3dac70ef6d6f7719
+size 113273
diff --git a/Data/3/323.png b/Data/3/323.png
new file mode 100644
index 0000000000000000000000000000000000000000..84a09a353ec8b5f066799387b8a682ee533cbef2
--- /dev/null
+++ b/Data/3/323.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9cc4a23269f44b5e2f17a538582133ae2b293e0ff6d757564656a75866f2bb3
+size 145939
diff --git a/Data/3/324.png b/Data/3/324.png
new file mode 100644
index 0000000000000000000000000000000000000000..2afac2ec5d95721504053ea474bf866dd6a539a4
--- /dev/null
+++ b/Data/3/324.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e42f3b79216f632b4ee07d9f505a70e1f6a46d4602d8f3bd24cc02453e42c141
+size 108033
diff --git a/Data/3/325.png b/Data/3/325.png
new file mode 100644
index 0000000000000000000000000000000000000000..1518af4e2c1c4b75311f74f60b8ca8cd06616657
--- /dev/null
+++ b/Data/3/325.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7621ea7ce163186663558b76a6850b400883f2de3398ad2ba8fcacc989da12a8
+size 107758
diff --git a/Data/3/326.png b/Data/3/326.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f8cdc168b5373774c0c428d6f6575796ae0026c
--- /dev/null
+++ b/Data/3/326.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94c293f3e062057ad32800d1a322505d9b05467358cada5b0d1f54faa5155cbf
+size 137153
diff --git a/Data/3/327.png b/Data/3/327.png
new file mode 100644
index 0000000000000000000000000000000000000000..5e4170c083f246c934d24b888598a50759e048c0
--- /dev/null
+++ b/Data/3/327.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f1bf5449694feb0c804b1ce8395f30cffde2427aa5b86dca977a2a12bef40fa
+size 128482
diff --git a/Data/3/328.png b/Data/3/328.png
new file mode 100644
index 0000000000000000000000000000000000000000..8644400f0e6443f268d36aa92cefedfa30342aab
--- /dev/null
+++ b/Data/3/328.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75133fee165832c84e55d11b02019e76505e7a6de0bd2101ea7323cd9d6be65a
+size 120680
diff --git a/Data/3/329.png b/Data/3/329.png
new file mode 100644
index 0000000000000000000000000000000000000000..505c8ce0420789f289023dbbb432bb567e00f651
--- /dev/null
+++ b/Data/3/329.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ff8da18029ffacfb8848a62aab42ead1562648c47908273c7391b4bd8983feb
+size 132040
diff --git a/Data/3/330.png b/Data/3/330.png
new file mode 100644
index 0000000000000000000000000000000000000000..5cf40f54987203145d04128cf9e4108457c20acd
--- /dev/null
+++ b/Data/3/330.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3706a9090e276ce288ef83efe36546bb0b937364b05988413c9fe4e44d4841f
+size 125331
diff --git a/Data/3/331.png b/Data/3/331.png
new file mode 100644
index 0000000000000000000000000000000000000000..d6ef77d0c0c5eb61dedfb4920758a7560386c921
--- /dev/null
+++ b/Data/3/331.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c8c8dc2eedb2fc299bc13dcb578170ed7b6cd63dd907f96af5e8b955b974747
+size 134186
diff --git a/Data/3/332.png b/Data/3/332.png
new file mode 100644
index 0000000000000000000000000000000000000000..99f1c5a77d06bce03628aef9417b436cdda43832
--- /dev/null
+++ b/Data/3/332.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:542a89c96418d3317e9a1588a9133598c74a4b6c0f9f848bac3cd1009f77bd5a
+size 106544
diff --git a/Data/3/333.png b/Data/3/333.png
new file mode 100644
index 0000000000000000000000000000000000000000..73fbedbe603288c7afd6c842d3282c22bfe82b39
--- /dev/null
+++ b/Data/3/333.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f497879fd9f28832fc7b738be05bd3a208fbffba12a9228886c81511ba857172
+size 157705
diff --git a/Data/3/334.png b/Data/3/334.png
new file mode 100644
index 0000000000000000000000000000000000000000..7d08d41eaca03be9d8bca5b06d1aea5f87d8eba3
--- /dev/null
+++ b/Data/3/334.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:034fa2e8a32f04fb89f35c6257fe8cac2c06fdd3ad2097de1140a38b7004b751
+size 123182
diff --git a/Data/3/335.png b/Data/3/335.png
new file mode 100644
index 0000000000000000000000000000000000000000..e34f082b85114fa418974c5def864959bf9891c7
--- /dev/null
+++ b/Data/3/335.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb18d4c2b1abbf516da410874b8fa4f5e0583c2c9abcc6166846d85f6527fb70
+size 165701
diff --git a/Data/3/336.png b/Data/3/336.png
new file mode 100644
index 0000000000000000000000000000000000000000..1a8b5f691050527fb2f09beed46fa10943481b5a
--- /dev/null
+++ b/Data/3/336.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df87de0d8edeb4a2d19a833033ef83813f52308d85ba510e5f2255666b42dcac
+size 64295
diff --git a/Data/3/337.png b/Data/3/337.png
new file mode 100644
index 0000000000000000000000000000000000000000..bbd8fa6d79f7485ee22e5abbdb83907a14a84b41
--- /dev/null
+++ b/Data/3/337.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df21b6e64193ffbb7a13e28354f8d4e3a3dec59755d8e2274af4de607a6b1bc8
+size 90999
diff --git a/Data/3/338.png b/Data/3/338.png
new file mode 100644
index 0000000000000000000000000000000000000000..20a3f9f6d60bd22869fe996ef549c4135f2a7b56
--- /dev/null
+++ b/Data/3/338.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:010ce09b7a0b52681064063747ad43db65e806a40777cdff5151de5611633be5
+size 116216
diff --git a/Data/3/339.png b/Data/3/339.png
new file mode 100644
index 0000000000000000000000000000000000000000..e6438216e44cc501fdac2f5c5ee5310fbdaafeeb
--- /dev/null
+++ b/Data/3/339.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7d9a609a960543fb88f3731616972553fb0386485b3f90587a97ffc04ac8d5d
+size 31290
diff --git a/Data/3/340.png b/Data/3/340.png
new file mode 100644
index 0000000000000000000000000000000000000000..a2ea7a88622821a0f69e3e5c35da2d5b0ccef7ef
--- /dev/null
+++ b/Data/3/340.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e00006dc0a9472de1f607199fe719f49964d6529279f5ab221602598db00ef3
+size 89321
diff --git a/Data/3/341.png b/Data/3/341.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a91c3b5dc8480b73f0c5207635a7f9c89b6a9ea
--- /dev/null
+++ b/Data/3/341.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8827befeafb055979da6c698edb1916ed4d3c33f89cc22c44fc29a8348753df1
+size 163566
diff --git a/Data/3/342.png b/Data/3/342.png
new file mode 100644
index 0000000000000000000000000000000000000000..9dee34423cece102125a6b1ea348a4e8d53eddad
--- /dev/null
+++ b/Data/3/342.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:760ee20286af263509b2be699baa9fa7e5043edcceddd1e0ea9a1dede7439bb4
+size 109684
diff --git a/Data/3/343.png b/Data/3/343.png
new file mode 100644
index 0000000000000000000000000000000000000000..1db80fb19eb56766ac667a2668d989925795d32e
--- /dev/null
+++ b/Data/3/343.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3ecd191fde9c8001f359583f630092d4cce9cf245d1d1c7d7fcefd40bf24ec6
+size 139951
diff --git a/Data/3/344.png b/Data/3/344.png
new file mode 100644
index 0000000000000000000000000000000000000000..9af0ac2d689322f3e91e21e9ba418708d84c4b86
--- /dev/null
+++ b/Data/3/344.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:900567a083e5cc9cbc55bf350308c09d06e446ef9aa6fa9d55e76b41b8032ec9
+size 118675
diff --git a/Data/3/345.png b/Data/3/345.png
new file mode 100644
index 0000000000000000000000000000000000000000..52ce0b17c1e3867474a7c6df33b392e7d700e964
--- /dev/null
+++ b/Data/3/345.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d736cc573df83f8adf3b5ad9bfe05bee40df94bcca559e6c68208dff0e5a4ed2
+size 163627
diff --git a/Data/3/346.png b/Data/3/346.png
new file mode 100644
index 0000000000000000000000000000000000000000..650a50839f9ba02079c9378cdec06d7d5b77cd61
--- /dev/null
+++ b/Data/3/346.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7278aa1159e6636c5ea7aa63b6d956de9c8efe46a4557d390970c7256efef38b
+size 141547
diff --git a/Data/3/347.png b/Data/3/347.png
new file mode 100644
index 0000000000000000000000000000000000000000..8c1973a404e20c8668f61a71bee2efc9c1b335e5
--- /dev/null
+++ b/Data/3/347.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1fe08ed79400f59e06d09cbf1c5f60f752c98c3964203b7fd618fff193964ec0
+size 138048
diff --git a/Data/3/348.png b/Data/3/348.png
new file mode 100644
index 0000000000000000000000000000000000000000..d067f5ddbb24d445499e41ee6547bbbce2f9422e
--- /dev/null
+++ b/Data/3/348.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bdd079180f0b64decafd3a5e038f205b4d5afda328798b5d08c298e399349da
+size 149230
diff --git a/Data/3/349.png b/Data/3/349.png
new file mode 100644
index 0000000000000000000000000000000000000000..8715af4cf294957544fe2f95a346edb7c70ab3c5
--- /dev/null
+++ b/Data/3/349.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ee2f78efe5b82ea7e20d9a5754bbcc8b9d3ef808993977de937f6a470834b33
+size 103880
diff --git a/Data/3/350.png b/Data/3/350.png
new file mode 100644
index 0000000000000000000000000000000000000000..7447a907de8880137bb9bd6e333321da07bcb6e6
--- /dev/null
+++ b/Data/3/350.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7f94efcc957801dda53855ed4a09e9cbb6f1ab98328d896a1803303c0c7ede6
+size 105116
diff --git a/Data/3/351.png b/Data/3/351.png
new file mode 100644
index 0000000000000000000000000000000000000000..45e22b7bba796529140f80a74c45b902f4385a71
--- /dev/null
+++ b/Data/3/351.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fc1d1faa0df596e39f3180c7c93ac4539c70973528b4dae3b3693d112640fdc
+size 142325
diff --git a/Data/3/352.png b/Data/3/352.png
new file mode 100644
index 0000000000000000000000000000000000000000..84beb734d2269a53c2186a71653a465699931d82
--- /dev/null
+++ b/Data/3/352.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d34d15f0892d77817275f9865f14ec7b7c0c4ca57590fce54b3ae443e32d419d
+size 130490
diff --git a/Data/3/353.png b/Data/3/353.png
new file mode 100644
index 0000000000000000000000000000000000000000..2bab05d2cf66b38f3d83bfaf076ff9b66df42c58
--- /dev/null
+++ b/Data/3/353.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e486e755a834010de264f7c0b8a74f4302e0e48429117bb45d1a02e36e5340b7
+size 85027
diff --git a/Data/3/354.png b/Data/3/354.png
new file mode 100644
index 0000000000000000000000000000000000000000..16bcfc41270bf9a5bbfc3d48fdb61b9e5729992e
--- /dev/null
+++ b/Data/3/354.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6c2ba6a39af77d855752c0b422e8b6e0f523129fa5609b3583ec0af3b5a9dca
+size 93124
diff --git a/Data/3/355.png b/Data/3/355.png
new file mode 100644
index 0000000000000000000000000000000000000000..7e0e2befd995bf11b9aa89c225eda1ccaf8bbf19
--- /dev/null
+++ b/Data/3/355.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46c7a532cbda5287383f923aa6074ec71d94f1733d7e48450fd71ea4c3d225d7
+size 214241
diff --git a/Data/3/356.png b/Data/3/356.png
new file mode 100644
index 0000000000000000000000000000000000000000..abd39d0550f553d00e7124d1bd667f78021b06c1
--- /dev/null
+++ b/Data/3/356.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac46aa697a03deff5a83e1a545f4f9d28457d3525fd3c470823ee8e0e2823153
+size 60115
diff --git a/Data/3/357.png b/Data/3/357.png
new file mode 100644
index 0000000000000000000000000000000000000000..36a87613bb3baf14d0b2a3592b7f7aef6d828641
--- /dev/null
+++ b/Data/3/357.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b51142c956d33ea39927550d37943e73872878a65dfa34ef8570f60e22bd8a5f
+size 113211
diff --git a/Data/3/358.png b/Data/3/358.png
new file mode 100644
index 0000000000000000000000000000000000000000..5893b4612ebc2a3643268dd8b35fa5819f412b08
--- /dev/null
+++ b/Data/3/358.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d331b7887927a215662eb303e1c6d21181373648e64f541ceb84b4024b3c4555
+size 138462
diff --git a/Data/3/359.png b/Data/3/359.png
new file mode 100644
index 0000000000000000000000000000000000000000..1981baae7f5b31bc10dc13c1907fdc89be3fbd1a
--- /dev/null
+++ b/Data/3/359.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c123a3f3cbe18bbee130d1ec762e15546700675909685929192dbf1e46fd2e7d
+size 126690
diff --git a/Data/3/360.png b/Data/3/360.png
new file mode 100644
index 0000000000000000000000000000000000000000..9b073c3d68a86a69b7ee0b2bcbf631bc2ed8fb49
--- /dev/null
+++ b/Data/3/360.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32527eb1bea3a5dd96a8cbbdac0a5d2c3c479787ac12d2bef4930fa4aacdda1a
+size 146600
diff --git a/Data/3/361.png b/Data/3/361.png
new file mode 100644
index 0000000000000000000000000000000000000000..f1aa4046d997c25e72e31598a06669fef6cbfb2a
--- /dev/null
+++ b/Data/3/361.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff0d67b948b40dc114d20b57802f5b4fddb7d9c404bdf259f05921d6dc917c03
+size 42995
diff --git a/Data/3/362.png b/Data/3/362.png
new file mode 100644
index 0000000000000000000000000000000000000000..dde54a539d6de29944e930035302c43c1ac77a97
--- /dev/null
+++ b/Data/3/362.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51e205dc53e93e29a8db7fa4a32d8692de3db694b317947aeebdf0b498e71a9e
+size 104103
diff --git a/Data/3/363.png b/Data/3/363.png
new file mode 100644
index 0000000000000000000000000000000000000000..68f7d5da26fbe1cfd9ff91e475a1a253cea93780
--- /dev/null
+++ b/Data/3/363.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:087245a03da3acaeef0b36a1e47916474c27390acfd6226a2840165bbe9f7ab3
+size 41408
diff --git a/Data/3/364.png b/Data/3/364.png
new file mode 100644
index 0000000000000000000000000000000000000000..0a8fa14b55cf013893aea47b201a5fe19483d543
--- /dev/null
+++ b/Data/3/364.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f62fefb346a5d17c7f2e3c4e28c7907650a05c713b4d870862b7367fa1a9a81
+size 85982
diff --git a/Data/3/365.png b/Data/3/365.png
new file mode 100644
index 0000000000000000000000000000000000000000..4e28356bb4c7e59fe73881ffcd09443161214721
--- /dev/null
+++ b/Data/3/365.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:349d1ada02cdfb5f2589424a658f98d015f32c9b766c48f4354330209563abdc
+size 121545
diff --git a/Data/3/366.png b/Data/3/366.png
new file mode 100644
index 0000000000000000000000000000000000000000..1970b9058536f0c58ec175a2d246580891fee4f1
--- /dev/null
+++ b/Data/3/366.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de27dffeb2a0853ad03bb3bef65642e0bf8b0b04a283484fb52434d2e931c1c2
+size 99799
diff --git a/Data/3/367.png b/Data/3/367.png
new file mode 100644
index 0000000000000000000000000000000000000000..c439dd55e75e601d2bda68e53f3682d411dd9b68
--- /dev/null
+++ b/Data/3/367.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:686c831548ebbd4b2c75fd4b43d627533609f2ea39a5413101ff05ff73c41537
+size 134170
diff --git a/Data/3/368.png b/Data/3/368.png
new file mode 100644
index 0000000000000000000000000000000000000000..55fc8ef1e2080d388fa2b2462d27b305550b0bb1
--- /dev/null
+++ b/Data/3/368.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d0df8adf4e1653914a7f4153a93be458968ffe43e8c2bc3f935988d24b2fc95
+size 136510
diff --git a/Data/3/369.png b/Data/3/369.png
new file mode 100644
index 0000000000000000000000000000000000000000..319882f378a4b31d53b200d17b771b5b258e2e52
--- /dev/null
+++ b/Data/3/369.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36b451966a097773fde8555ed8f98d56c046c496fa592657e27982969971d472
+size 119280
diff --git a/Data/3/370.png b/Data/3/370.png
new file mode 100644
index 0000000000000000000000000000000000000000..a58b647823071da1388359a5d43dbe61d800da13
--- /dev/null
+++ b/Data/3/370.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:595fe097087988a6b71083857b9c492a0f7962fd1a8691423ac57cef30083e07
+size 133232
diff --git a/Data/3/371.png b/Data/3/371.png
new file mode 100644
index 0000000000000000000000000000000000000000..301d33613364c040c5bcd28a0f0923cdf5b65959
--- /dev/null
+++ b/Data/3/371.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5115ed7f79e5010803df9300019e1afe35721d7fdd67c857d1978fa35836ca3b
+size 125078
diff --git a/Data/3/372.png b/Data/3/372.png
new file mode 100644
index 0000000000000000000000000000000000000000..574c02183705996693ead1624c0e054bfdc473b6
--- /dev/null
+++ b/Data/3/372.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2f0a24702523b2b15751ab833edddc793fd41e58ad28771c84e63dc233e447a
+size 135867
diff --git a/Data/3/373.png b/Data/3/373.png
new file mode 100644
index 0000000000000000000000000000000000000000..e1593b67d2b079cb1722e05773d449baec431b1c
--- /dev/null
+++ b/Data/3/373.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da651d729d1f7f616a83be9488b0239476117e4ffd21e9abf3b8a434826a6f30
+size 170636
diff --git a/Data/3/374.png b/Data/3/374.png
new file mode 100644
index 0000000000000000000000000000000000000000..32af0cf30bebbd1d4d216c218a1ecff9d831b0bf
--- /dev/null
+++ b/Data/3/374.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83b8122d42b777eb048e102b67f7edefd425ff4ea409dffc6ecf3c9f7d762007
+size 33280
diff --git a/Data/3/375.png b/Data/3/375.png
new file mode 100644
index 0000000000000000000000000000000000000000..dd0731239ba803af9f1d12efab59de977933305d
--- /dev/null
+++ b/Data/3/375.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1dfc1ae9e562e4718ca7e0b6b4f62e38ce2510af1de34d5253ae85b48b37a112
+size 87589
diff --git a/Data/3/376.png b/Data/3/376.png
new file mode 100644
index 0000000000000000000000000000000000000000..f3abc61fb66d6cb7cae22c5c6858dfe6e5411855
--- /dev/null
+++ b/Data/3/376.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52c0c34010753bd4602ce57c31dfce59b2a8d8c95688708f096ed9f5bf508189
+size 78090
diff --git a/Data/3/377.png b/Data/3/377.png
new file mode 100644
index 0000000000000000000000000000000000000000..1fca1fb3314d88e63f14c4368d59aadd277c4c9d
--- /dev/null
+++ b/Data/3/377.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc14ed5f5e063c49ef8d41f0500c4ea87b95e68659a59aed86a4e43fd9d3850b
+size 131187
diff --git a/Data/3/378.png b/Data/3/378.png
new file mode 100644
index 0000000000000000000000000000000000000000..f2d07b251698f8ebb7ef1eeaf0b55bbf889a7313
--- /dev/null
+++ b/Data/3/378.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67e6d95fd98eb55e123f9c1e5ed62d93e93e9aae216ecd752c1b912910ec87f0
+size 121479
diff --git a/Data/3/379.png b/Data/3/379.png
new file mode 100644
index 0000000000000000000000000000000000000000..f4c8805d60f92823cccaf9e9e7326600cdae77b1
--- /dev/null
+++ b/Data/3/379.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ef4f332727540daab722f7138e14e0c03eceb51607e27f5d0b8db701275e6cb
+size 117735
diff --git a/Data/3/380.png b/Data/3/380.png
new file mode 100644
index 0000000000000000000000000000000000000000..0919dfcdb4df01941515eb5b3e841da4fa1359c7
--- /dev/null
+++ b/Data/3/380.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89bd2b7d3788a8ccafab53c9738ab7b6057bdd873a19d5a79f9e742a497d93e9
+size 140146
diff --git a/Data/3/381.png b/Data/3/381.png
new file mode 100644
index 0000000000000000000000000000000000000000..f480c1981c2b907bfd1096caad77bdc11314d281
--- /dev/null
+++ b/Data/3/381.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:056d62135a735562fe6d6134c35f8e4efaea51e1a56ba9bc34856e49226ce71a
+size 105721
diff --git a/Data/3/382.png b/Data/3/382.png
new file mode 100644
index 0000000000000000000000000000000000000000..8379614df1c71fc7f24383a90b49cc9c50696fc7
--- /dev/null
+++ b/Data/3/382.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0a20ff94b439729f7314c305bba2207e92c6eca0a1b87b0e3b04c55edb11265
+size 129658
diff --git a/Data/3/383.png b/Data/3/383.png
new file mode 100644
index 0000000000000000000000000000000000000000..d251044df2fcc23f110577887f215c0f4a136c1f
--- /dev/null
+++ b/Data/3/383.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0f389a3cb2df537ffdc4096633f9f7936e48c555c2fd3fec8b1a78bcf8b5aa3
+size 129850
diff --git a/Data/3/384.png b/Data/3/384.png
new file mode 100644
index 0000000000000000000000000000000000000000..6c179482f8fb4e84e7642637389113563bdacbb0
--- /dev/null
+++ b/Data/3/384.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:286c0f7910623ee1b0ec64fb5682dfaed86133b1e8482998d7f84a9a46d29223
+size 94882
diff --git a/Data/3/385.png b/Data/3/385.png
new file mode 100644
index 0000000000000000000000000000000000000000..1a6f54a367ff6965b50b031c7e02e6b689176cee
--- /dev/null
+++ b/Data/3/385.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e1767a6ecabf96f6fbb532c2dfb95948e0c5fd0d7a0198e738ca8622eabc689
+size 107642
diff --git a/Data/3/386.png b/Data/3/386.png
new file mode 100644
index 0000000000000000000000000000000000000000..31af198280c81e7545a3aed05db52e5a20d1d235
--- /dev/null
+++ b/Data/3/386.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b722009d42b1ed3437ce5966fe6af524d640fa39652668634fe8ac8e17372b03
+size 136933
diff --git a/Data/3/387.png b/Data/3/387.png
new file mode 100644
index 0000000000000000000000000000000000000000..52cd145b4b386d766d999ca05273b1eb68fca4bb
--- /dev/null
+++ b/Data/3/387.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3175c541b5030e63ad385a441d7758b82987719a16f5e913ff43c4e06019167
+size 150533
diff --git a/Data/3/388.png b/Data/3/388.png
new file mode 100644
index 0000000000000000000000000000000000000000..49902a809fbba9676dd483adf0303ff8b7a9583b
--- /dev/null
+++ b/Data/3/388.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22f724d85e48d9e3aded3ec88e1e27f552103c075d192472c27ce6b3b7e0e133
+size 144705
diff --git a/Data/3/389.png b/Data/3/389.png
new file mode 100644
index 0000000000000000000000000000000000000000..517f9debba44b4a5f66af6c87d082c7089fe6153
--- /dev/null
+++ b/Data/3/389.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c1742ad35f35892346391dc4fcf9d7cbe5503688bb530282377453e7693b447
+size 158208
diff --git a/Data/3/390.png b/Data/3/390.png
new file mode 100644
index 0000000000000000000000000000000000000000..f3a102982d8db7ed43b12272871460e05946a82f
--- /dev/null
+++ b/Data/3/390.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8243d5a8ae4fc4e233880bd27799c1bbf030295f74d32b245cb2edba897e5582
+size 87517
diff --git a/Data/3/391.png b/Data/3/391.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae4b63604e88ad3e49c6f7e9423eedd1a31af572
--- /dev/null
+++ b/Data/3/391.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78f29ec875d46a38b39184932284815f9c2ab86d81efbe701febb8822d0b7548
+size 98553
diff --git a/Data/3/392.png b/Data/3/392.png
new file mode 100644
index 0000000000000000000000000000000000000000..be887d479859bcd1ba48acb0ec663351bb5dfe2f
--- /dev/null
+++ b/Data/3/392.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48bd84dd12af07b8d3f1c453fe639eaf30995b59636e05048910dd02a6527b66
+size 117885
diff --git a/Data/3/393.png b/Data/3/393.png
new file mode 100644
index 0000000000000000000000000000000000000000..a4477f408ad3ffdf0ea56bfabeac1e572035a391
--- /dev/null
+++ b/Data/3/393.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e965ccd3b4f003e245e2eef5655c000e6517b46dc9265969ac0e81a2c6b0358
+size 101460
diff --git a/Data/3/394.png b/Data/3/394.png
new file mode 100644
index 0000000000000000000000000000000000000000..b843ec3570e152d5cb34865bf0fe5810572d5f98
--- /dev/null
+++ b/Data/3/394.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8e5f01001c33f29b5f3420bd5e475a00f020c289bd89b51021b15bd9992b1d9
+size 123519
diff --git a/Data/3/395.png b/Data/3/395.png
new file mode 100644
index 0000000000000000000000000000000000000000..5937a78288a74acce8d021aedf35359b5f9c38e6
--- /dev/null
+++ b/Data/3/395.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fec2ada9c426e3a2ea33cae5f924f8d6738cc67655a4f8de0169388ee14e56bc
+size 150552
diff --git a/Data/3/396.png b/Data/3/396.png
new file mode 100644
index 0000000000000000000000000000000000000000..819c1bbbfa6d31a2d5fec427bd111fe6c3ec524e
--- /dev/null
+++ b/Data/3/396.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca3908afdb30176c099289adb23f195f455e6c004dfe61f6ca924ae173e749ba
+size 70965
diff --git a/Data/3/397.png b/Data/3/397.png
new file mode 100644
index 0000000000000000000000000000000000000000..68c8be2414411a167f3930c95ff18dc022d7a6ff
--- /dev/null
+++ b/Data/3/397.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cbcd6cf84919329e7615a1da0685ea4af1c62e4574628ae5ed7d44343d6d4af
+size 134990
diff --git a/Data/3/398.png b/Data/3/398.png
new file mode 100644
index 0000000000000000000000000000000000000000..4122ec9ec86815f4652168a31968a4e4ff57c4f8
--- /dev/null
+++ b/Data/3/398.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed205625625adc281717aab47f81cc27a6842bdd6451817c5e3c372ddfc966a6
+size 135329
diff --git a/Data/3/399.png b/Data/3/399.png
new file mode 100644
index 0000000000000000000000000000000000000000..3048ab37cc9a00c94c997b7e297c2e9596f45d05
--- /dev/null
+++ b/Data/3/399.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59756b0f9d6d725dc4d5c3f41aeabf68ebd0afa8be69565b3ff095807b279a75
+size 56301
diff --git a/Data/4/400.png b/Data/4/400.png
new file mode 100644
index 0000000000000000000000000000000000000000..e72562a6f525820de6bc47a92665355e7e4e95e5
--- /dev/null
+++ b/Data/4/400.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5d8b212d63da845bf29bd55705ee97eb29a7893dc9f707b8bb4f81261159c10
+size 39372
diff --git a/Data/4/401.png b/Data/4/401.png
new file mode 100644
index 0000000000000000000000000000000000000000..00f26e52816d41459efc556bfd7137b7fdcccc62
--- /dev/null
+++ b/Data/4/401.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecfb6dbea9f3c9eff9fbad38224e6b39750f7be56c7926784273a608e5f18dad
+size 85139
diff --git a/Data/4/402.png b/Data/4/402.png
new file mode 100644
index 0000000000000000000000000000000000000000..06d1c14c1a63b7d20d4da03e9ed391fc41dcd40d
--- /dev/null
+++ b/Data/4/402.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f3cc73ebd8666c64904dfd872d207b407377f18b852133c175617c6f70abdae
+size 96322
diff --git a/Data/4/403.png b/Data/4/403.png
new file mode 100644
index 0000000000000000000000000000000000000000..6998a840d2510f827da0642583e4af2168016561
--- /dev/null
+++ b/Data/4/403.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c0db9d7a75c875866253621584f4482905778d07db53fac8b71a8c44a7b42ec
+size 150237
diff --git a/Data/4/404.png b/Data/4/404.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce0ec950b028432f452d9b1a671c306b515186e9
--- /dev/null
+++ b/Data/4/404.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bf75b2f09e8deb41e7a662d9f37120b7f4673c9811ecee1c66ae717296fe4fe
+size 91585
diff --git a/Data/4/405.png b/Data/4/405.png
new file mode 100644
index 0000000000000000000000000000000000000000..846de160d3b4ff032c73863cdce084440747f40a
--- /dev/null
+++ b/Data/4/405.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1361e3a8d64df9ed93a15a9d1b4c761170a6fd35b36a5056f05baa2f39a2ff16
+size 130295
diff --git a/Data/4/406.png b/Data/4/406.png
new file mode 100644
index 0000000000000000000000000000000000000000..4b7379c7a5ce93d04d509df5d74a7cb5cfbb64b4
--- /dev/null
+++ b/Data/4/406.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66057132a3a5345e7de1e6ff181138b7552f3b48861be1a347d6a62a92c43551
+size 116584
diff --git a/Data/4/407.png b/Data/4/407.png
new file mode 100644
index 0000000000000000000000000000000000000000..9ed65e932d448b63210281fe3f6804c4605e0c29
--- /dev/null
+++ b/Data/4/407.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:086fddfe1505777b4e6c2b0f7d5f08141140af99b37545fc8b1f219445e1188d
+size 61028
diff --git a/Data/4/408.png b/Data/4/408.png
new file mode 100644
index 0000000000000000000000000000000000000000..6f7b914be54dcd1ea411043ed2eb91494961d28b
--- /dev/null
+++ b/Data/4/408.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f9b51b866083ee2620fa9ff54452df73ecba1361acc978a3ac4328ceb1a90de
+size 101033
diff --git a/Data/4/409.png b/Data/4/409.png
new file mode 100644
index 0000000000000000000000000000000000000000..0b62337d71cfd4939699ec874dcbc61068889711
--- /dev/null
+++ b/Data/4/409.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7292c917a7d514e0573f1621e85fb2dace139096fe25a423526a8e91481f0978
+size 135437
diff --git a/Data/4/410.png b/Data/4/410.png
new file mode 100644
index 0000000000000000000000000000000000000000..8500f09978c4d01aff70999c965491b1c9ffc311
--- /dev/null
+++ b/Data/4/410.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0caccc286d73884c63e271e6059e33b30179afa46c43b997f960b5bbb8f8c08c
+size 134377
diff --git a/Data/4/411.png b/Data/4/411.png
new file mode 100644
index 0000000000000000000000000000000000000000..ace95ee1c1715063884605de4b5fffc839c6e146
--- /dev/null
+++ b/Data/4/411.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0def956b211276a83f4d49fff511910fbb5637949ab8e0bf2e3531a5454e2e1
+size 119700
diff --git a/Data/4/412.png b/Data/4/412.png
new file mode 100644
index 0000000000000000000000000000000000000000..a09915f7ef3c95791d945b2c62a405da13552ad4
--- /dev/null
+++ b/Data/4/412.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d9e05a957e3a449bb72ad7937092f89037811b2fd113d70e1f297365cb58c2d
+size 120988
diff --git a/Data/4/413.png b/Data/4/413.png
new file mode 100644
index 0000000000000000000000000000000000000000..10536a0e208510aad2015809720007f51b1290a1
--- /dev/null
+++ b/Data/4/413.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d18f8ce5a952b25da1b8850c7828e2ca615f0a93640a82add1c95e16b1d5ce6
+size 124881
diff --git a/Data/4/414.png b/Data/4/414.png
new file mode 100644
index 0000000000000000000000000000000000000000..09f4423e71f41c90d676299080cc07a395978cf8
--- /dev/null
+++ b/Data/4/414.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b58493cbe57cbc869f9a1d6588412a325c16e892707cb9e1dd91ea8694b4818
+size 66037
diff --git a/Data/4/415.png b/Data/4/415.png
new file mode 100644
index 0000000000000000000000000000000000000000..fdb9a177fd815d22eb26d4ebafad14618ddf270d
--- /dev/null
+++ b/Data/4/415.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0c97be4748752c945a95bf99e83133bd2c2cb27f4ad7b25d186971db7dbc8bc
+size 59837
diff --git a/Data/4/416.png b/Data/4/416.png
new file mode 100644
index 0000000000000000000000000000000000000000..1446a57445babfc81592851e213d6736bb40ebd8
--- /dev/null
+++ b/Data/4/416.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d1b3f4494b488ae6382abba65c056dd6396de74119749092163bc404dc302e2
+size 66035
diff --git a/Data/4/417.png b/Data/4/417.png
new file mode 100644
index 0000000000000000000000000000000000000000..a939b142cf5ddae02cbc10adf05541d3d65827b5
--- /dev/null
+++ b/Data/4/417.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9dead6f14a966795a48c8acb08f60284b747a34731f664581d0df7ca0d8871c
+size 94898
diff --git a/Data/4/418.png b/Data/4/418.png
new file mode 100644
index 0000000000000000000000000000000000000000..78bbff748bf0c0ab9fc9cb3db1e4999aaaad690a
--- /dev/null
+++ b/Data/4/418.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7efff22f01b93e218b198b4017c0c08e0897702a3f6e5a80e1dcbed3419cfb70
+size 89183
diff --git a/Data/4/419.png b/Data/4/419.png
new file mode 100644
index 0000000000000000000000000000000000000000..3851109f6fe51717c0a034e1769f1c9e081c98ae
--- /dev/null
+++ b/Data/4/419.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9c63eee8ea0d55438635461dec6c71ba1a007f42b64cefeb45f72b01e99082c
+size 110757
diff --git a/Data/4/420.png b/Data/4/420.png
new file mode 100644
index 0000000000000000000000000000000000000000..da0c8968b40d8efcc18f840b35b09f692e085b9f
--- /dev/null
+++ b/Data/4/420.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:408dec90c67ac51456dc94420066f8f04c26a44fbfe4207a425899eab9aac9f5
+size 99147
diff --git a/Data/4/421.png b/Data/4/421.png
new file mode 100644
index 0000000000000000000000000000000000000000..7fabeca37a9ebc6b53af9b9672e5fb0166427992
--- /dev/null
+++ b/Data/4/421.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a0f52cdc1fd1819838462911723e9beb08abbdc3c979fcbbf6ac19bd364056a
+size 121602
diff --git a/Data/4/422.png b/Data/4/422.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe9650bed115475579b5b755fbf337cfb6ff0ea0
--- /dev/null
+++ b/Data/4/422.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:195600d6b2fcec5293d1070617be03f4da0a61527ad61ff6cc2c7d7785968860
+size 123769
diff --git a/Data/4/423.png b/Data/4/423.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe2dabc9c212f6deed2577548295ac095892618d
--- /dev/null
+++ b/Data/4/423.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edee8e13f6032e66f368c9a6ae9b9c38ca22fc5ff245c7d9592a14543e0642f8
+size 136525
diff --git a/Data/4/424.png b/Data/4/424.png
new file mode 100644
index 0000000000000000000000000000000000000000..f90e143fcd646febc4dc0d313ea37176af668728
--- /dev/null
+++ b/Data/4/424.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f928a9ce6589c83cdcf4e1f471523cb385d1524f23d938dcba27dd5ce91529b
+size 136561
diff --git a/Data/4/425.png b/Data/4/425.png
new file mode 100644
index 0000000000000000000000000000000000000000..05fc2f6c1342d80df5a996f2483f983588014fec
--- /dev/null
+++ b/Data/4/425.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa751029b639b40cfe054d87fbfc3eff49025c29b85942c146392d22ae0351ce
+size 142737
diff --git a/Data/4/426.png b/Data/4/426.png
new file mode 100644
index 0000000000000000000000000000000000000000..49dec1217e8d3bd681c673df671db7a1a35550f4
--- /dev/null
+++ b/Data/4/426.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34de960447b6eac34db2a75331d66e426f2943ce293d3032dcba097afe856109
+size 146746
diff --git a/Data/4/427.png b/Data/4/427.png
new file mode 100644
index 0000000000000000000000000000000000000000..d62f373cb8dab1314863e074768194ae68e4c444
--- /dev/null
+++ b/Data/4/427.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7f04fd690e794c301b90039499d6642ac6dc0388bad441dee59a30a8a315817
+size 136093
diff --git a/Data/4/428.png b/Data/4/428.png
new file mode 100644
index 0000000000000000000000000000000000000000..7f12a596f93998e3fb80638a69cb6ffa9f1976c5
--- /dev/null
+++ b/Data/4/428.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2714a1762f90fb405f9fd9e55f657f1592a120fb248dee2d408fbd5b5448bc8a
+size 36705
diff --git a/Data/4/429.png b/Data/4/429.png
new file mode 100644
index 0000000000000000000000000000000000000000..e17f5a81b2988e13861b8fc7390ac130cedd7837
--- /dev/null
+++ b/Data/4/429.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96c36a2734710631adb0bfbce84a89a696c0a230a8dd9565ff56ee144e62faf1
+size 110137
diff --git a/Data/4/430.png b/Data/4/430.png
new file mode 100644
index 0000000000000000000000000000000000000000..3bb9b9aa0b793995fa2807951c808ea54c61451a
--- /dev/null
+++ b/Data/4/430.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8cfed57c5634ef5da25ed5fcd3a1c90b260f3db79d6335850812febfde3150e3
+size 126797
diff --git a/Data/4/431.png b/Data/4/431.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b14097299e9900a125bc7a191419b16f7f445d9
--- /dev/null
+++ b/Data/4/431.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b70f4557673603d0a45dce4876b65e4e9591c7c64c6726e176855c8918428e2e
+size 138062
diff --git a/Data/4/432.png b/Data/4/432.png
new file mode 100644
index 0000000000000000000000000000000000000000..eeafe2ca6dea50b4e862d186584c1b4a600cdb45
--- /dev/null
+++ b/Data/4/432.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9000655fe23a7ade2b47bf5db34790744d8157ae670c4623e79d93eb232a28f2
+size 106314
diff --git a/Data/4/433.png b/Data/4/433.png
new file mode 100644
index 0000000000000000000000000000000000000000..b87709161a7eaaa2b4dddfe5cd8125e4758fc4c7
--- /dev/null
+++ b/Data/4/433.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd81404893c33b5bda5ac9872804be52964360d863d9e5fbecbb683b6595559
+size 120324
diff --git a/Data/4/434.png b/Data/4/434.png
new file mode 100644
index 0000000000000000000000000000000000000000..b76a229e4f6738a645abe313be0f5f37f73905d3
--- /dev/null
+++ b/Data/4/434.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d6866bf67fde3003f344fcc2be7357fd4acd4475d33c5ebbe442f7b8508febc
+size 48262
diff --git a/Data/4/435.png b/Data/4/435.png
new file mode 100644
index 0000000000000000000000000000000000000000..a85426dbc7806f77484a992e8945259642d33ea7
--- /dev/null
+++ b/Data/4/435.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e39b9595bb6c7aaded4a10fab8e78bccdeeb153c839a7f62e918be8f9620442
+size 141309
diff --git a/Data/4/436.png b/Data/4/436.png
new file mode 100644
index 0000000000000000000000000000000000000000..f0c0030ae44fee9ebfcf1b7256fbaea54f240cb4
--- /dev/null
+++ b/Data/4/436.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01e53f6b83e574cb04eb9209d862429b4495dfa0f09f1e514aa5fa42c31ed89c
+size 124287
diff --git a/Data/4/437.png b/Data/4/437.png
new file mode 100644
index 0000000000000000000000000000000000000000..ab03c78c1d6f07e79afc2dc32de6312bc44e4d98
--- /dev/null
+++ b/Data/4/437.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b367186eab781f27068a7f855b50106cc9c1e83544c3e1125b2316fd6578892
+size 107094
diff --git a/Data/4/438.png b/Data/4/438.png
new file mode 100644
index 0000000000000000000000000000000000000000..2a50ebb7067c3612650a6b44aeb00bc0803cab82
--- /dev/null
+++ b/Data/4/438.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:045867d32a7441f1e52b592dd4ece069728277a2e61bc2a93c0cbd8aa423529a
+size 153410
diff --git a/Data/4/439.png b/Data/4/439.png
new file mode 100644
index 0000000000000000000000000000000000000000..715cd95fa690bb5b9daec72534178c22e219c264
--- /dev/null
+++ b/Data/4/439.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24b2d966277f461b413cb6e5ba26d5dd7468c733b05fe418e9a2b709a2858cb5
+size 149527
diff --git a/Data/4/440.png b/Data/4/440.png
new file mode 100644
index 0000000000000000000000000000000000000000..6ebda56442fb3f29ae6a079b5075d71c97c6b51e
--- /dev/null
+++ b/Data/4/440.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f3aaaed402e3e7159ed6e498eb217d5d54369cadb7a0ee4d0835f46495cba09
+size 110881
diff --git a/Data/4/441.png b/Data/4/441.png
new file mode 100644
index 0000000000000000000000000000000000000000..f3ee67d45ceeb700668361285c33fa8e9dbe8beb
--- /dev/null
+++ b/Data/4/441.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b443bacfb18593e605fa23504cdb61b017c2dc1ce86b80054879f06a350a8d82
+size 83224
diff --git a/Data/4/442.png b/Data/4/442.png
new file mode 100644
index 0000000000000000000000000000000000000000..f3ffa788f1debed7558992dd5a1a25efb1e2ee43
--- /dev/null
+++ b/Data/4/442.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ee9c381b00fd2429ba4a4dcb59d7f5544565f7aa7c9ccb6dfdad9ac534f73fd
+size 120558
diff --git a/Data/4/443.png b/Data/4/443.png
new file mode 100644
index 0000000000000000000000000000000000000000..d59d803b88e70bd3f313ce3b4d35ebb0b8462141
--- /dev/null
+++ b/Data/4/443.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cfdff1fdfb66550a967a82acd1a05395b781fc83d5668cb959970727413b59b
+size 122412
diff --git a/Data/4/444.png b/Data/4/444.png
new file mode 100644
index 0000000000000000000000000000000000000000..79824115f98b515fd52b3282a41c06e0ff81f53f
--- /dev/null
+++ b/Data/4/444.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26e0e7a87095642497207d23a61f577eafd3bc4ec5e8b8c0cfbfb8214b43614c
+size 105592
diff --git a/Data/4/445.png b/Data/4/445.png
new file mode 100644
index 0000000000000000000000000000000000000000..84081627c8619899f5ef17418477fe36e0844066
--- /dev/null
+++ b/Data/4/445.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3828936c5295b78bc3b9d91fd904cae05b326e1e7dcdb4061db950fcc3150f39
+size 57344
diff --git a/Data/4/446.png b/Data/4/446.png
new file mode 100644
index 0000000000000000000000000000000000000000..40d236d82dc33e772e484bed98f700ee14166955
--- /dev/null
+++ b/Data/4/446.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4c3656a9bff5ad9410356fb2ef8c70fca6cd6d5e50db9bf35e6a22eb9adeff1
+size 61472
diff --git a/Data/4/447.png b/Data/4/447.png
new file mode 100644
index 0000000000000000000000000000000000000000..a95cf5d984543999f541532baebc56952c81f1b3
--- /dev/null
+++ b/Data/4/447.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba1c1fba023caeaac07d4573e79f830113c650cb618e70aa2bbcc8b27d1ce1c6
+size 115883
diff --git a/Data/4/448.png b/Data/4/448.png
new file mode 100644
index 0000000000000000000000000000000000000000..83571902e841ce3a6af38a211e23f08dd3df6289
--- /dev/null
+++ b/Data/4/448.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80957b8c0649bfd44cc3f250d8ff783351c7bd5e3be751e39bac9dcb0949841c
+size 159640
diff --git a/Data/4/449.png b/Data/4/449.png
new file mode 100644
index 0000000000000000000000000000000000000000..c15d0b300c2e38b5a0a5d106cf8298dd345f98e4
--- /dev/null
+++ b/Data/4/449.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72600822804c36fa83f831508b3662baf12e301ed44014a501475d3f8aced068
+size 115137
diff --git a/Data/4/450.png b/Data/4/450.png
new file mode 100644
index 0000000000000000000000000000000000000000..442b8e17225cd896e9d1538f0bf1427cb0ce4739
--- /dev/null
+++ b/Data/4/450.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d095895d73518a674293228b616ebeae480fb796243cb3bd69116e1e93827d91
+size 97711
diff --git a/Data/4/451.png b/Data/4/451.png
new file mode 100644
index 0000000000000000000000000000000000000000..e58153e2889284f3bc9565f87758c67b0155de87
--- /dev/null
+++ b/Data/4/451.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3293eafb41b4df6d859788a421db186515623e8cc2fbf4710380bb359bf33e3
+size 133405
diff --git a/Data/4/452.png b/Data/4/452.png
new file mode 100644
index 0000000000000000000000000000000000000000..3549c9496d1cc0a5712fbe1f8e0c2448af974346
--- /dev/null
+++ b/Data/4/452.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7247e3a1df487c24436d6fabcb303dad2fd3a5d7ddd2e8f3662f961decf10b4b
+size 121784
diff --git a/Data/4/453.png b/Data/4/453.png
new file mode 100644
index 0000000000000000000000000000000000000000..f27d62740db1ee3c52d6556f1c15b8fa49617749
--- /dev/null
+++ b/Data/4/453.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e9f7baf2cf877e6f29ab7089af68192405031878f7cb51a779e15654158b075
+size 68962
diff --git a/Data/4/454.png b/Data/4/454.png
new file mode 100644
index 0000000000000000000000000000000000000000..142f72e0d140abe38b80f23379449d3bf2d04c00
--- /dev/null
+++ b/Data/4/454.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2cbdc3119126f0b948607272f6a1371d6c0a397367044d0fd8f3feda9f7947ec
+size 143133
diff --git a/Data/4/455.png b/Data/4/455.png
new file mode 100644
index 0000000000000000000000000000000000000000..97eab6cac5b15da7c79cd931fe5853eda915924f
--- /dev/null
+++ b/Data/4/455.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b81195ef8f6cbc62ca8d30e8482388d9d7ef0b7a9d52eecf098f6c52de7e163e
+size 133312
diff --git a/Data/4/456.png b/Data/4/456.png
new file mode 100644
index 0000000000000000000000000000000000000000..bfce3e3750c2b91afad9a1f0c09bbe9d2423bfe4
--- /dev/null
+++ b/Data/4/456.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb13126b64e220d75476abe07b8c86db5da79a26c13c5a11ba3245e73a9bed98
+size 126010
diff --git a/Data/4/457.png b/Data/4/457.png
new file mode 100644
index 0000000000000000000000000000000000000000..829b1f50237466a5c710b95e7232cf6fc064ed00
--- /dev/null
+++ b/Data/4/457.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e75e62275a0f5e789aa4b87dc619fea2458f77090d131b93e7c0cf81aad918c
+size 116646
diff --git a/Data/4/458.png b/Data/4/458.png
new file mode 100644
index 0000000000000000000000000000000000000000..30aa25eccbcf52857cd3cfb7b04c2d499d1f8eed
--- /dev/null
+++ b/Data/4/458.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e71939e53b0587dad03e2c74ec811281a850e6b32c9f8e755c384037b9805d1
+size 109055
diff --git a/Data/4/459.png b/Data/4/459.png
new file mode 100644
index 0000000000000000000000000000000000000000..4a4f752b64794f7700e38a0d9762e2ec4c5701aa
--- /dev/null
+++ b/Data/4/459.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dae1f8baffbb1686081cd2da61f412f4f3d3cb5d577e8a95d7a049d8a0c81889
+size 78971
diff --git a/Data/4/460.png b/Data/4/460.png
new file mode 100644
index 0000000000000000000000000000000000000000..e3378acd394b188648b8fb0985a12a4217cc839c
--- /dev/null
+++ b/Data/4/460.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26f0ef884b6fd5d448e3c187bf404264f5eba88da11cf0ddccb2d9ee73388b6d
+size 75555
diff --git a/Data/4/461.png b/Data/4/461.png
new file mode 100644
index 0000000000000000000000000000000000000000..7fb62ce8436c26238838cf4cef2ecfce0eaca571
--- /dev/null
+++ b/Data/4/461.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c920bad4d6780721a633bd2b393b49b066270064fabb84b2af327ebb8e7e949
+size 170047
diff --git a/Data/4/462.png b/Data/4/462.png
new file mode 100644
index 0000000000000000000000000000000000000000..4463ab47987430f9da6b9354dad27c2fc04db238
--- /dev/null
+++ b/Data/4/462.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9fa0f17b1e3509e50068efd7fdf5593b5ac4eef0611981e49d4ed9c2d09b5df
+size 101575
diff --git a/Data/4/463.png b/Data/4/463.png
new file mode 100644
index 0000000000000000000000000000000000000000..9101c51a46f05ec1eff2964476e8b63f523531e5
--- /dev/null
+++ b/Data/4/463.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6958835276dbd9e4386bd17622f4fd17f5cfd44eecc70213fc74f93ae842886f
+size 133538
diff --git a/Data/4/464.png b/Data/4/464.png
new file mode 100644
index 0000000000000000000000000000000000000000..e70f48220f3c24e585c4dd34a9062be318c4e34e
--- /dev/null
+++ b/Data/4/464.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b6836315ce7af5e5d837861cf0269da1181fd8d72b7c1ffed6020aec870b75a
+size 96391
diff --git a/Data/4/465.png b/Data/4/465.png
new file mode 100644
index 0000000000000000000000000000000000000000..89da12d669fc379329ca268455c4cd4cdddd08c8
--- /dev/null
+++ b/Data/4/465.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cee78a20da4368f2aed9332bcb791dbd975bd5d18e9a0e9de7fd335ab3ae394e
+size 150689
diff --git a/Data/4/466.png b/Data/4/466.png
new file mode 100644
index 0000000000000000000000000000000000000000..b5d53b203f0e8bf5f558559579c821dbf74b60a2
--- /dev/null
+++ b/Data/4/466.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13151644fee0e5f5bc5d16fe3be64028b35c8f6b7724e31e770a83a3ebd96e94
+size 101645
diff --git a/Data/4/467.png b/Data/4/467.png
new file mode 100644
index 0000000000000000000000000000000000000000..188108375c8f2cb148e2af28157f1b5cd75c8118
--- /dev/null
+++ b/Data/4/467.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b26d5b9432c51773cdb5169478f7b3c1a959cd88f4481a67e3182ce8fcc61c9b
+size 152120
diff --git a/Data/4/468.png b/Data/4/468.png
new file mode 100644
index 0000000000000000000000000000000000000000..316852238eef35f669ec15311451a87c3e800939
--- /dev/null
+++ b/Data/4/468.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80574d46d521add5ad35cc8cce1ee971028dba561146596d7282523b7e7b89eb
+size 144056
diff --git a/Data/4/469.png b/Data/4/469.png
new file mode 100644
index 0000000000000000000000000000000000000000..b6b9ead58c2c94328c6511cbb85225678e2ff80d
--- /dev/null
+++ b/Data/4/469.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c96aa6a8b3612d93f0d63aedb846e9ba24077eeb1144f5de5db19d4a2700c58b
+size 99791
diff --git a/Data/4/470.png b/Data/4/470.png
new file mode 100644
index 0000000000000000000000000000000000000000..23e9ebd1fec7aba2b5e4d35a1231375e716dbc46
--- /dev/null
+++ b/Data/4/470.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6acdbde33a896d6f2245247690247fadb1074a839b40099c360987e86fb6ac0e
+size 130032
diff --git a/Data/4/471.png b/Data/4/471.png
new file mode 100644
index 0000000000000000000000000000000000000000..561f566299611acdfd3c202470cbd52353ae242a
--- /dev/null
+++ b/Data/4/471.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9efa7262884043201a8ee78413770d2022d9e5a5ce26b399757ba77b413d5192
+size 87663
diff --git a/Data/4/472.png b/Data/4/472.png
new file mode 100644
index 0000000000000000000000000000000000000000..c154a1acba1b290b78698a4fc6e62adfa81c2fa2
--- /dev/null
+++ b/Data/4/472.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:353d60b77a98998cf2944a5314d843f43688e193c48bb561d316588e34e1ff7f
+size 131497
diff --git a/Data/4/473.png b/Data/4/473.png
new file mode 100644
index 0000000000000000000000000000000000000000..b8722052b05a18f4762cf27318757f3421373921
--- /dev/null
+++ b/Data/4/473.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:584f2fe84d2b4e9b8d6e649e5f5a8262a4e257339bc0bd873b7757024b093fc1
+size 52545
diff --git a/Data/4/474.png b/Data/4/474.png
new file mode 100644
index 0000000000000000000000000000000000000000..2c48fdaab74ca8079d5a0bda344604d79c50f84f
--- /dev/null
+++ b/Data/4/474.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:363acaf4616d486bf38ac5a244c34e986a707ef1f5fcf02fd1d9e25e667b113e
+size 138581
diff --git a/Data/4/475.png b/Data/4/475.png
new file mode 100644
index 0000000000000000000000000000000000000000..9ead6fff50b74909ccdc176af4ee6c8d27a18b11
--- /dev/null
+++ b/Data/4/475.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:adbe31a4c0d8fb6b945ce4e56918ff712a774940333b0733a04600ce256400c4
+size 128092
diff --git a/Data/4/476.png b/Data/4/476.png
new file mode 100644
index 0000000000000000000000000000000000000000..dca440496bd027b1649c0e8100dc5ed549a42899
--- /dev/null
+++ b/Data/4/476.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42cc04fae8ee31f02d31f2c6a4f2a280754970fb649c31970920a30edf40f0f0
+size 60027
diff --git a/Data/4/477.png b/Data/4/477.png
new file mode 100644
index 0000000000000000000000000000000000000000..97f5c4802487fdcbc75509f71b24ec5d2f781319
--- /dev/null
+++ b/Data/4/477.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cae9e33e62d75f9342068cbcd9709c11073d67c386668ffecfd621de00ea182
+size 102443
diff --git a/Data/4/478.png b/Data/4/478.png
new file mode 100644
index 0000000000000000000000000000000000000000..bbd57a69f0461db36f3d595a3aa78fe349efc912
--- /dev/null
+++ b/Data/4/478.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fce40ffb027b258518977e8ac775f8ba7a6476e7770ba21025b032c9f8bd91ea
+size 106586
diff --git a/Data/4/479.png b/Data/4/479.png
new file mode 100644
index 0000000000000000000000000000000000000000..e2498c185ab033258f6b490d44ca92537875c721
--- /dev/null
+++ b/Data/4/479.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05277551aae937804c91e95ca0102ba04d3ea009a45a69ac39f9da18224120ab
+size 86838
diff --git a/Data/4/480.png b/Data/4/480.png
new file mode 100644
index 0000000000000000000000000000000000000000..16f51d236b486757b1f163e6a853320dcce22216
--- /dev/null
+++ b/Data/4/480.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e9da4d7d5dca8046c3e7632004461dc85d954e550fde5e68e5c059677e0662f
+size 128138
diff --git a/Data/4/481.png b/Data/4/481.png
new file mode 100644
index 0000000000000000000000000000000000000000..49c16eb2c90d2b03fa9b3e21df60db0c3562e266
--- /dev/null
+++ b/Data/4/481.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60fd130794be3cd900bac2ae6935ab2feabc10694140e17bb1be18a77e03f3ad
+size 102540
diff --git a/Data/4/482.png b/Data/4/482.png
new file mode 100644
index 0000000000000000000000000000000000000000..85687976508f3744631b7aa19f2676dc7f3f6b73
--- /dev/null
+++ b/Data/4/482.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af9247b27aec2de846b61d47244d4d1441eb3c5a20722603961a535feb77e264
+size 94371
diff --git a/Data/4/483.png b/Data/4/483.png
new file mode 100644
index 0000000000000000000000000000000000000000..1a846201c841134a2816229ce27a9b91fc04e8dd
--- /dev/null
+++ b/Data/4/483.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54fc32bd389cce8d5014b35e924f9a054b2449fc1127918dfcc35e65d82a4571
+size 142048
diff --git a/Data/4/484.png b/Data/4/484.png
new file mode 100644
index 0000000000000000000000000000000000000000..91d01b1c9a9e4e90638de025ee9769ab1036a73f
--- /dev/null
+++ b/Data/4/484.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:119594b5870480b0c2c5768aa31222d430a72d4e58282fc0329237f4696517d9
+size 100640
diff --git a/Data/4/485.png b/Data/4/485.png
new file mode 100644
index 0000000000000000000000000000000000000000..77009ee4462ef56bf2a7c4d60bb3d9ae7efbda9a
--- /dev/null
+++ b/Data/4/485.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:340a431f3b4e01e1247d93af8855590bf4c4f3e849f27169df66e129c7aaa625
+size 79864
diff --git a/Data/4/486.png b/Data/4/486.png
new file mode 100644
index 0000000000000000000000000000000000000000..c09b3a8bd4c0ef175641d9b6abc6e07f0ae56150
--- /dev/null
+++ b/Data/4/486.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b95dea33321ad7a230898f9f21363bc27fc47161855cfedba4ebd3e8b588827d
+size 158129
diff --git a/Data/4/487.png b/Data/4/487.png
new file mode 100644
index 0000000000000000000000000000000000000000..376164d070b4c42227534a721c7ed3aab46c26cd
--- /dev/null
+++ b/Data/4/487.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:770182d1b49240c69ecd37211492c0a1c8caf17ad696dba1e1396d3aa27b698e
+size 91744
diff --git a/Data/4/488.png b/Data/4/488.png
new file mode 100644
index 0000000000000000000000000000000000000000..2f5a48c7b17e5dd3a3c48594f9bf150744d8fda5
--- /dev/null
+++ b/Data/4/488.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f684621d29be6e4181393ed8c653cf3c2c539f625b1a980480154b69a08d5987
+size 126110
diff --git a/Data/4/489.png b/Data/4/489.png
new file mode 100644
index 0000000000000000000000000000000000000000..04bddecc66bbac6674407e2617cf037fff0cf5eb
--- /dev/null
+++ b/Data/4/489.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f95879270a85a9dbfd607f5c1def94cc89ee807213a813318efa79ba2c45375a
+size 119683
diff --git a/Data/4/490.png b/Data/4/490.png
new file mode 100644
index 0000000000000000000000000000000000000000..f409c783bf32588dac37905251530f475fabf846
--- /dev/null
+++ b/Data/4/490.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdfaff8f0c4f07aabd4910f9bd190a99cbc29360f36ed68d4780435f89630fae
+size 137170
diff --git a/Data/4/491.png b/Data/4/491.png
new file mode 100644
index 0000000000000000000000000000000000000000..017c8d809f7aecd89611af9f3a3947acf2e81379
--- /dev/null
+++ b/Data/4/491.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38a0966ef15a735762cd68fbf1505eac265b3b1e2c82fc7f3788b0a6cf5cf3ea
+size 74375
diff --git a/Data/4/492.png b/Data/4/492.png
new file mode 100644
index 0000000000000000000000000000000000000000..82dcef98cb59d0333af26052fe17a8bf5e4cf9ea
--- /dev/null
+++ b/Data/4/492.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:850728cca2289fcf23e6de5580d22d8015491f125267b8c0aae947b06ee547c4
+size 85202
diff --git a/Data/4/493.png b/Data/4/493.png
new file mode 100644
index 0000000000000000000000000000000000000000..4ca09153fb5bc43d5b59bc48b526cdc196f4ecde
--- /dev/null
+++ b/Data/4/493.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e8075c26d45c6bc0b76e51fdc0780b63e31fae1b003e493162ff70895af96b4
+size 149778
diff --git a/Data/4/494.png b/Data/4/494.png
new file mode 100644
index 0000000000000000000000000000000000000000..b787e7a54340427a77bc73ab8aea599b9022a7b6
--- /dev/null
+++ b/Data/4/494.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd4e1f099e1e7f6fc411bb8386fdf6494fd62b38c86e6b3b5d4295bd67e9a993
+size 136731
diff --git a/Data/4/495.png b/Data/4/495.png
new file mode 100644
index 0000000000000000000000000000000000000000..2d1fb592250bf756fd02b91d6ea2b5fc69df11ac
--- /dev/null
+++ b/Data/4/495.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cbfe524b9d446068a33eafcf91afa5e968e2f4421062a2f322d4efc36249a056
+size 146696
diff --git a/Data/4/496.png b/Data/4/496.png
new file mode 100644
index 0000000000000000000000000000000000000000..816179debef812cf907af511914500baed7bcafe
--- /dev/null
+++ b/Data/4/496.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f26b4bbaa1c24b72f2dca651eaabe455991e26017bff23e1f361cb796c25a807
+size 110166
diff --git a/Data/4/497.png b/Data/4/497.png
new file mode 100644
index 0000000000000000000000000000000000000000..be621a6c48570f724dcc7df6ef5d3f5c889dffa7
--- /dev/null
+++ b/Data/4/497.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db773b3c75439ed0d2af14cf71c8876d15cc44ce6768ff58c9d5f1255a5fba4f
+size 114415
diff --git a/Data/4/498.png b/Data/4/498.png
new file mode 100644
index 0000000000000000000000000000000000000000..482f87e2ed3f8ff05c46f923d5084527d0d6042e
--- /dev/null
+++ b/Data/4/498.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:398c86135f575535d0fb141c0e4939e1e8ac24b17e439a4291e1adddb79019ac
+size 111101
diff --git a/Data/4/499.png b/Data/4/499.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb2a5bb435bae9cfbb69a0244f487d9006f63b0d
--- /dev/null
+++ b/Data/4/499.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8e8c58e583e66263bc3c2877b3bdeddb8a8eb07e2df46677424c9025fd13c5f
+size 68325
diff --git a/Data/5/500.png b/Data/5/500.png
new file mode 100644
index 0000000000000000000000000000000000000000..afe99ab0d69c4c14c7b2bc2fb23e1abfe9fa63b5
--- /dev/null
+++ b/Data/5/500.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d180139fcedaa0891d8cb46aae3f3deb2b232a469dde620647316b4d7c4adb0e
+size 107848
diff --git a/Data/5/501.png b/Data/5/501.png
new file mode 100644
index 0000000000000000000000000000000000000000..910427f0a79ff875817885ca00d1d8e56c02ca88
--- /dev/null
+++ b/Data/5/501.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28df2a9cdf53acbf173da1eb8722e531a43d6277f825e47457344ea5638e4744
+size 155218
diff --git a/Data/5/502.png b/Data/5/502.png
new file mode 100644
index 0000000000000000000000000000000000000000..99eb52ec6c64d07cc74201115cab230432b593dd
--- /dev/null
+++ b/Data/5/502.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98e24e45cf1b681ff25cac187fd42c7c3c79447586857afd290382e94f05af84
+size 147668
diff --git a/Data/5/503.png b/Data/5/503.png
new file mode 100644
index 0000000000000000000000000000000000000000..08793ca6ceb32b1393156ac251ed73c5ae2df931
--- /dev/null
+++ b/Data/5/503.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a03aa6e9cb6e28087ccf5e28252d4bced9fde0e840e150e6fd7f174c9a2edf6f
+size 114560
diff --git a/Data/5/504.png b/Data/5/504.png
new file mode 100644
index 0000000000000000000000000000000000000000..202d385864c8d456504f39406689e08eed3d7d3c
--- /dev/null
+++ b/Data/5/504.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2fabdf619f4a3e42a4ac2170a0dc24f73e8a8e03343b7a016521fd351317e6a9
+size 120533
diff --git a/Data/5/505.png b/Data/5/505.png
new file mode 100644
index 0000000000000000000000000000000000000000..68465f68b8c0089028778c39840426a3ee1c1246
--- /dev/null
+++ b/Data/5/505.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c74fd837cdbd498bb902eb76363c7bb6d3ea1215544a0aaf8b37f42159b5eff6
+size 114290
diff --git a/Data/5/506.png b/Data/5/506.png
new file mode 100644
index 0000000000000000000000000000000000000000..8bbb36ca11f217de62d52e314e25a178fcf044ad
--- /dev/null
+++ b/Data/5/506.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:206ad564ecbbc3bd4f0c8737bc087321eef4ce6fafbc0ff7c786f82d37b4b51a
+size 118431
diff --git a/Data/5/507.png b/Data/5/507.png
new file mode 100644
index 0000000000000000000000000000000000000000..ecd6c11885019ccc7d9d9e4d97bf7d3167be552b
--- /dev/null
+++ b/Data/5/507.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5fe6e73c6428e95310306631ebcbfc08120535e96df2714f7f9b5b36e126a54
+size 108784
diff --git a/Data/5/508.png b/Data/5/508.png
new file mode 100644
index 0000000000000000000000000000000000000000..534a9615fce0418aa02d2982220a14e6cdba6b33
--- /dev/null
+++ b/Data/5/508.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d376752c27ac20de8dd2078cb790d522402ed9a894c2ba965a69001ede01a4b
+size 143822
diff --git a/Data/5/509.png b/Data/5/509.png
new file mode 100644
index 0000000000000000000000000000000000000000..c95247b02a9327851b9e07f3d61f0c3b7552a4d0
--- /dev/null
+++ b/Data/5/509.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4cc66c5be1b805d1afad06507586ca2573dc1630eb34c40a448953c29c859d6b
+size 117148
diff --git a/Data/5/510.png b/Data/5/510.png
new file mode 100644
index 0000000000000000000000000000000000000000..b2bfa4fcabc497966d1c3f06ae438def653dbced
--- /dev/null
+++ b/Data/5/510.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28f74dff4c1cfc126fac9272471e5780cec727cc2e204f32afc1d628983da625
+size 156028
diff --git a/Data/5/511.png b/Data/5/511.png
new file mode 100644
index 0000000000000000000000000000000000000000..e2ca19935af5f8ec7f7a031cae1d7ec0f1ebe43b
--- /dev/null
+++ b/Data/5/511.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6421474d2607999f85fd313f92b81f614e3032952371d412d8c40855e3b73885
+size 126088
diff --git a/Data/5/512.png b/Data/5/512.png
new file mode 100644
index 0000000000000000000000000000000000000000..0f9bf3e4f4ebf81a98fd6ad66b9309df2716ddb0
--- /dev/null
+++ b/Data/5/512.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fcedd880d5e3a4f18e05ec1bd5dffb6b1a5050fbe8f88d847dc39c3e6c314b7
+size 126296
diff --git a/Data/5/513.png b/Data/5/513.png
new file mode 100644
index 0000000000000000000000000000000000000000..e09212054b960fcd6b8066fddc5301459083e19c
--- /dev/null
+++ b/Data/5/513.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe8cab7920b9e4b7109d1484721274cdc264d123028aa83147f71202ec38edd1
+size 112580
diff --git a/Data/5/514.png b/Data/5/514.png
new file mode 100644
index 0000000000000000000000000000000000000000..0757bc5dd949e341654857dc405086f842a93126
--- /dev/null
+++ b/Data/5/514.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7ee426e13ec1bcb9835bde171e9a31472fabd12ce3cac677f4ac4ed9ac3fa4f
+size 121186
diff --git a/Data/5/515.png b/Data/5/515.png
new file mode 100644
index 0000000000000000000000000000000000000000..0e8498195f35a86358b9a70e1d4b5630b1cd1001
--- /dev/null
+++ b/Data/5/515.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a45fc5079a0c5e086cc06c5259a0a3a746483984d2f354b25dc8f8da01346c50
+size 162403
diff --git a/Data/5/516.png b/Data/5/516.png
new file mode 100644
index 0000000000000000000000000000000000000000..8ed75c249ce301a16e387f141dd76c2668076f77
--- /dev/null
+++ b/Data/5/516.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e82374988eb467ca4ffa9f5a2b981321a57f969572a9c23c43c89440919d6c1b
+size 177357
diff --git a/Data/5/517.png b/Data/5/517.png
new file mode 100644
index 0000000000000000000000000000000000000000..d62c690ee20d9a16e68b34e44f66dc39adfe444f
--- /dev/null
+++ b/Data/5/517.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1993428e606a1c23c20c321c9e4cf3b5440afa6447a54e77ab43a39525ef670d
+size 127367
diff --git a/Data/5/518.png b/Data/5/518.png
new file mode 100644
index 0000000000000000000000000000000000000000..2abba6ae988396053f74a903398c556d367a35bc
--- /dev/null
+++ b/Data/5/518.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35860fd21f56fed5a88f17c61a06bcdafa0ed252bbbe3c6d716fdf41218b6b3e
+size 130079
diff --git a/Data/5/519.png b/Data/5/519.png
new file mode 100644
index 0000000000000000000000000000000000000000..16d84939e5d59f011f8de09c471353fb6d8e5794
--- /dev/null
+++ b/Data/5/519.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dedb0f214a441e27b40562452eca54bbda323908c15cc14862a1fecc824cdf8e
+size 187658
diff --git a/Data/5/520.png b/Data/5/520.png
new file mode 100644
index 0000000000000000000000000000000000000000..762fc6d31cccc20fd7334781c0aa058de1d30e7b
--- /dev/null
+++ b/Data/5/520.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb2376dc98aadc1fcb6635fc2fb1db1518fafe99211b90e3d2b02ca33536060d
+size 130512
diff --git a/Data/5/521.png b/Data/5/521.png
new file mode 100644
index 0000000000000000000000000000000000000000..506a7f35cd47674ed83258e2fcce7367812af099
--- /dev/null
+++ b/Data/5/521.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d3f4ee4b73b3544bb4b05dcb2aaf3576bd5d1d3caaebc1343192287ca8a139e
+size 147021
diff --git a/Data/5/522.png b/Data/5/522.png
new file mode 100644
index 0000000000000000000000000000000000000000..e97f9e1549a65b1f12c018115926cc92e1b5da83
--- /dev/null
+++ b/Data/5/522.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28422e4a9b61f64e603983491d13b0001ef5a8e85d39091ee5efac19739aff91
+size 99290
diff --git a/Data/5/523.png b/Data/5/523.png
new file mode 100644
index 0000000000000000000000000000000000000000..dd8de754d3ab6bf8688567e62590b20147598402
--- /dev/null
+++ b/Data/5/523.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36b27c68941eb41ba7d144d231b3493f6c2f25b1402139b9c60907476d92f8e3
+size 106304
diff --git a/Data/5/524.png b/Data/5/524.png
new file mode 100644
index 0000000000000000000000000000000000000000..65c0f63de957237f0c4777b3b51308e955da8e09
--- /dev/null
+++ b/Data/5/524.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ab0b50bccb18d4501a9c2ff3bc36386a49ea1c21f7250553463a87df1832ced
+size 176463
diff --git a/Data/5/525.png b/Data/5/525.png
new file mode 100644
index 0000000000000000000000000000000000000000..0aa134fe1e2585d23f76e46a8c51f8d5812134a9
--- /dev/null
+++ b/Data/5/525.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a06edfff78ad18161175d91bb51fcb3238f4de57eb8afa1bbe2fe2aace5e5226
+size 186310
diff --git a/Data/5/526.png b/Data/5/526.png
new file mode 100644
index 0000000000000000000000000000000000000000..ded035a3e9a62deabb4c99a6afceaf447e19db75
--- /dev/null
+++ b/Data/5/526.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57ed52d8da627defc32102b9a3fe037bcf4d1947d234ab421a1f4937d5cbf15e
+size 138651
diff --git a/Data/5/527.png b/Data/5/527.png
new file mode 100644
index 0000000000000000000000000000000000000000..e9851da4161c59112d72990d3a6158da4005d223
--- /dev/null
+++ b/Data/5/527.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19b8558b0e13872d48adc64952467f1b776848ca2c4411e334b6ee9e2e1367a0
+size 134161
diff --git a/Data/5/528.png b/Data/5/528.png
new file mode 100644
index 0000000000000000000000000000000000000000..55ebf974d53da9481b8d25a8c0204cd6f1c0f2b2
--- /dev/null
+++ b/Data/5/528.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a7edbbd7e4ba63fd3d9b8e2129102deaeec154077a9502a72838198421ac3cb
+size 153959
diff --git a/Data/5/529.png b/Data/5/529.png
new file mode 100644
index 0000000000000000000000000000000000000000..d59978cbc97d56257c3e8298ef990eba9d66f5dc
--- /dev/null
+++ b/Data/5/529.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68ed1a2428641f02753b101235f522974e92c12a577d14419952950a0f07d34e
+size 135089
diff --git a/Data/5/530.png b/Data/5/530.png
new file mode 100644
index 0000000000000000000000000000000000000000..67ec406dc257753ab707465192aa96da742a6fdc
--- /dev/null
+++ b/Data/5/530.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9285ea8d6c66ecbe87d08196eb8a4950f2ca7ee312b446114a3f7e530ebec129
+size 153760
diff --git a/Data/5/531.png b/Data/5/531.png
new file mode 100644
index 0000000000000000000000000000000000000000..652685f90f962564097db0284a9e98c3f8f5405d
--- /dev/null
+++ b/Data/5/531.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76002f8be1c06215663451a3b8822307bbcdd0575e1b91b06f037a9ed6d02c55
+size 137049
diff --git a/Data/5/532.png b/Data/5/532.png
new file mode 100644
index 0000000000000000000000000000000000000000..2630c646017716596450328ba7ab80944ef5697f
--- /dev/null
+++ b/Data/5/532.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff53041eaf7e51bba4d637dfdef961a3927ef238735cc9cfcdc6daa0fc1712be
+size 66107
diff --git a/Data/5/533.png b/Data/5/533.png
new file mode 100644
index 0000000000000000000000000000000000000000..754d8d0fa6688b80bb90562e0dae6e3ec8288811
--- /dev/null
+++ b/Data/5/533.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52308acc893de5936a4e56658a7544c97ace38b8a666726a025bf0767ce5ca4c
+size 101149
diff --git a/Data/5/534.png b/Data/5/534.png
new file mode 100644
index 0000000000000000000000000000000000000000..13cdf33a3788475432371ee9dc906f2b30747c72
--- /dev/null
+++ b/Data/5/534.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd724b01f1108304ac43e11c2a59e6c87b3fb874a97c810aa2d5335714bfd1e8
+size 180554
diff --git a/Data/5/535.png b/Data/5/535.png
new file mode 100644
index 0000000000000000000000000000000000000000..5e12eea2f398bf50beef3e6c3089f6b64f5ae66c
--- /dev/null
+++ b/Data/5/535.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c884d330df023c5e208dffcee96422415403d43308e08677d73df70b56a0fedb
+size 90036
diff --git a/Data/5/536.png b/Data/5/536.png
new file mode 100644
index 0000000000000000000000000000000000000000..4aa10eb339dc225bae5d76585c2517f6599efcbb
--- /dev/null
+++ b/Data/5/536.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e31009a72f2385e4803a5d408bea290f274a58733cb6c10fce9a4e8c12f6ed2b
+size 114490
diff --git a/Data/5/537.png b/Data/5/537.png
new file mode 100644
index 0000000000000000000000000000000000000000..ffa3d00577d3cd49e01da4e6784e177d31ad9f3d
--- /dev/null
+++ b/Data/5/537.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cc9f90536fbd96ce6ebc73b0bd6099dc94c57fc787d49c6236445d40b30c88a
+size 157638
diff --git a/Data/5/538.png b/Data/5/538.png
new file mode 100644
index 0000000000000000000000000000000000000000..d5d19fc86e961cd680797da2385f47954e3d70ae
--- /dev/null
+++ b/Data/5/538.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50bf83c4f20ee606d81c8cbcb9152258071cecb566ffa8d1215086b0b82daf3b
+size 127947
diff --git a/Data/5/539.png b/Data/5/539.png
new file mode 100644
index 0000000000000000000000000000000000000000..4dfe45cd29d2d552e238d737062eb1a762faa6d8
--- /dev/null
+++ b/Data/5/539.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1f0c8054a5113a64d2fe96d2fe2d8c9c47afbeed53bd4a1636120b6107096a2
+size 168053
diff --git a/Data/5/540.png b/Data/5/540.png
new file mode 100644
index 0000000000000000000000000000000000000000..d635ed404a96c922193c52d20f0367dc143ee51c
--- /dev/null
+++ b/Data/5/540.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3c704b920799c9f66eb272ac17b3baebf6cc45c253db2867f671a1bc5fa64db
+size 106743
diff --git a/Data/5/541.png b/Data/5/541.png
new file mode 100644
index 0000000000000000000000000000000000000000..a8df77d3a3032a95c43a2ff11db7c152e7a754f5
--- /dev/null
+++ b/Data/5/541.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a470736d036d80b24f2086d6571cc6963a5038402c4be22e7eea3074eabcf0f6
+size 129637
diff --git a/Data/5/542.png b/Data/5/542.png
new file mode 100644
index 0000000000000000000000000000000000000000..206e51e226f4ee0be38a34260c42da231f92eebf
--- /dev/null
+++ b/Data/5/542.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48a49249d1f6ab63f269f4bd89a94f450d451a9b6a3e6c8db3aef43d73a092c7
+size 133166
diff --git a/Data/5/543.png b/Data/5/543.png
new file mode 100644
index 0000000000000000000000000000000000000000..2182e8a225f7f960758f9704f56e8c5b0b3e6895
--- /dev/null
+++ b/Data/5/543.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:141050f64f801abc5ba58b02b35c25d90472dd301b2be796bd576a169c94dd16
+size 133268
diff --git a/Data/5/544.png b/Data/5/544.png
new file mode 100644
index 0000000000000000000000000000000000000000..78ae3b0de9791abd3afaa4478d60a5a8d209ea27
--- /dev/null
+++ b/Data/5/544.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:996cb3a3702e2308043f8587b29bff9949b39e557467fe3d4a43173d27f29c7d
+size 152084
diff --git a/Data/5/545.png b/Data/5/545.png
new file mode 100644
index 0000000000000000000000000000000000000000..fc3ea78bba345f56dc3bcb15e2ba243df4953a6a
--- /dev/null
+++ b/Data/5/545.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7dbd36e2e2c2608ffd00ca9b71d0d28c01be55aa087ab33712783d28537a7710
+size 146244
diff --git a/Data/5/546.png b/Data/5/546.png
new file mode 100644
index 0000000000000000000000000000000000000000..9b61d02c6f5ceee63ca86fb35fdd69a795809a1a
--- /dev/null
+++ b/Data/5/546.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2387fbcf02ed3c2784f866717811557842d172218cbfb2e5bab2aa1ae706059
+size 173302
diff --git a/Data/5/547.png b/Data/5/547.png
new file mode 100644
index 0000000000000000000000000000000000000000..26fc07aa1e53db30dd0b4371cd92a5bd5467fa38
--- /dev/null
+++ b/Data/5/547.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f842e1364be6eee59acde900fb623253045ef410e504f131d00c936ccacf982a
+size 162107
diff --git a/Data/5/548.png b/Data/5/548.png
new file mode 100644
index 0000000000000000000000000000000000000000..401772fd910742a954625e4cdc1414e9d5668385
--- /dev/null
+++ b/Data/5/548.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54cb7cd7599e2fa3d042155692ca60bae191b179aa0253861d835a76ac13d21d
+size 176768
diff --git a/Data/5/549.png b/Data/5/549.png
new file mode 100644
index 0000000000000000000000000000000000000000..9cf8c57913f7518c2ce9e6f015e821efa4a8a17c
--- /dev/null
+++ b/Data/5/549.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ce6e6db30adf8385fb85cb06029285a2ca87d68af0301a1b1aa6d577241395c
+size 120621
diff --git a/Data/5/550.png b/Data/5/550.png
new file mode 100644
index 0000000000000000000000000000000000000000..b86075b418885f5875edc7a80d7dede4d2ef4a1a
--- /dev/null
+++ b/Data/5/550.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:365d620eb445879905a68f86ae6bb81569df1b151bfe699a3e61a419bf1e56ec
+size 170858
diff --git a/Data/5/551.png b/Data/5/551.png
new file mode 100644
index 0000000000000000000000000000000000000000..07a0321b7817156dd835794b0616cb7477d9366d
--- /dev/null
+++ b/Data/5/551.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc6c0f33d350a51a61f3f22bf4a5b65fd0514ef4e19cef22bc38cd2d4dfd8485
+size 139264
diff --git a/Data/5/552.png b/Data/5/552.png
new file mode 100644
index 0000000000000000000000000000000000000000..678ae9549268dd055e363c2d545ec616d79c9e24
--- /dev/null
+++ b/Data/5/552.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05194821104ca9de66195b73cabb6f3ab4c752b49ae59c4c5ef2144764b5320a
+size 158219
diff --git a/Data/5/553.png b/Data/5/553.png
new file mode 100644
index 0000000000000000000000000000000000000000..8a2522f160773120958845f250fa14c4d969ac6c
--- /dev/null
+++ b/Data/5/553.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aac578f0aeb941af764bb2de23847b29fb81f79fdc3e103f4771f90578fb38ca
+size 91693
diff --git a/Data/5/554.png b/Data/5/554.png
new file mode 100644
index 0000000000000000000000000000000000000000..a4e1177a8d5a10121ff4e60b87fb2aff3f44c4d1
--- /dev/null
+++ b/Data/5/554.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9206fe98ad8ba7a1c5511befe8ee5de3a263dd0c7b4ced5b9d090f09d6beb18
+size 65809
diff --git a/Data/5/555.png b/Data/5/555.png
new file mode 100644
index 0000000000000000000000000000000000000000..4c3559577137b4c7aa744c28890f9c0cb3be27fd
--- /dev/null
+++ b/Data/5/555.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd1eda1664632b5c3a45cac59d0abe265e1231cff9787de9b021d89e2157853f
+size 136269
diff --git a/Data/5/556.png b/Data/5/556.png
new file mode 100644
index 0000000000000000000000000000000000000000..ba5aa4cc880c4d00f14bb61a7c452f67e7c8b1ac
--- /dev/null
+++ b/Data/5/556.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a18aa8f3930111fb0ee13b07b3a965e0b2097a13c013f4f9bba9a56e45da7b3b
+size 132967
diff --git a/Data/5/557.png b/Data/5/557.png
new file mode 100644
index 0000000000000000000000000000000000000000..2461ce3c43af89a5564b359660312156b05a4ea8
--- /dev/null
+++ b/Data/5/557.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:959c00e75a71bde051631e47f2bd6166a43b4830aa269f260f22420f06e4c43b
+size 141106
diff --git a/Data/5/558.png b/Data/5/558.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc208b9fb7dcb65bec3369ff715571cc8ca9171b
--- /dev/null
+++ b/Data/5/558.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8529c1fbbd66f59fceb94e11fac857e0aafc35c6db38962a80fa063663638900
+size 136982
diff --git a/Data/5/559.png b/Data/5/559.png
new file mode 100644
index 0000000000000000000000000000000000000000..48b2c831183a210ed954275534a198634e9bee88
--- /dev/null
+++ b/Data/5/559.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f92a1d7280769afef34ada281fc605de4b828670eac56e98d70984d50a568f2
+size 126865
diff --git a/Data/5/560.png b/Data/5/560.png
new file mode 100644
index 0000000000000000000000000000000000000000..f98d082119209bbbfa6606b09d99470c39912b1b
--- /dev/null
+++ b/Data/5/560.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d6b93869397c4060acf5482b3fa80bffc89825ea666573b44cbdb2c0fa4e529
+size 135417
diff --git a/Data/5/561.png b/Data/5/561.png
new file mode 100644
index 0000000000000000000000000000000000000000..62174de84954878a25e07b5c214369ae5ef4b1de
--- /dev/null
+++ b/Data/5/561.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:827fc81a7525e42a1d229064f4088196fb18d2f3a341ddffd44f05d7680c0412
+size 81185
diff --git a/Data/5/562.png b/Data/5/562.png
new file mode 100644
index 0000000000000000000000000000000000000000..c35cfaf3add7a3a43e8827309a5dc618c3bd4fac
--- /dev/null
+++ b/Data/5/562.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:910b265614f7e214a4c7a6d8e1eab1ba0a48fc2b6c062019dd103d8a41d576de
+size 96689
diff --git a/Data/5/563.png b/Data/5/563.png
new file mode 100644
index 0000000000000000000000000000000000000000..e19f2743570b8a129e2db7e8086319f9664055fa
--- /dev/null
+++ b/Data/5/563.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d277194ade5571c9d456c63684d1dee0238d708e6c5ff27e0340efa153cc6b2
+size 158371
diff --git a/Data/5/564.png b/Data/5/564.png
new file mode 100644
index 0000000000000000000000000000000000000000..cd251f5521fc13ad347a7b9448495dd4ba065f2b
--- /dev/null
+++ b/Data/5/564.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6f0afa52e49d122c10ef1bcc1ff997e429ceafd609c1d4452368c63fc9c7a92
+size 88873
diff --git a/Data/5/565.png b/Data/5/565.png
new file mode 100644
index 0000000000000000000000000000000000000000..145fc6ea2c2b59a871c290e218feda9fafa8b1a7
--- /dev/null
+++ b/Data/5/565.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b7f3ecc2984ec04f682781ee74f4947773cae04837ce8373b14e3309965d98e
+size 118612
diff --git a/Data/5/566.png b/Data/5/566.png
new file mode 100644
index 0000000000000000000000000000000000000000..786d7e52ab4161dff21f4216e520fdfc6630d054
--- /dev/null
+++ b/Data/5/566.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5c3f567f8f218cc67eba30ce9218920350a9e3b3b9c60fbd73bbcf73ec3c99e
+size 124301
diff --git a/Data/5/567.png b/Data/5/567.png
new file mode 100644
index 0000000000000000000000000000000000000000..658d4b330c4f7c611972c6c56fff45d959ab8afd
--- /dev/null
+++ b/Data/5/567.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:187af640479f36702b481319e312e8d37b4b83df94a88c7a1c3aab4caa6ff5f8
+size 130382
diff --git a/Data/5/568.png b/Data/5/568.png
new file mode 100644
index 0000000000000000000000000000000000000000..9533caa9179507c189081304efe908d75b8b429e
--- /dev/null
+++ b/Data/5/568.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d026a5211f2e93f7afd88dd917103d63a9a16c123ca4d34f25a6b0564c2e4f4
+size 156091
diff --git a/Data/5/569.png b/Data/5/569.png
new file mode 100644
index 0000000000000000000000000000000000000000..a944d0094f51b692af40150a1a68859374ad27c3
--- /dev/null
+++ b/Data/5/569.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be6dbaf8fb869cb1fa61cb8b4b42440f5abe0654ca8d2a3cb181285e98ae17e4
+size 31795
diff --git a/Data/5/570.png b/Data/5/570.png
new file mode 100644
index 0000000000000000000000000000000000000000..b7cc70d2c20d42dd76ee22e3c99444a83ac17440
--- /dev/null
+++ b/Data/5/570.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da5d7d85f424612e2adfc18dc212be5c09aec35d024034037d7395ab8159a86b
+size 122035
diff --git a/Data/5/571.png b/Data/5/571.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce01dc6e0b296f52b323e28a2e95e40744d1af40
--- /dev/null
+++ b/Data/5/571.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2fb96a20ee0e6a116f7c68f8d17ba41adc5d4f4a7960801b7c8effbf9fe2dc0
+size 67082
diff --git a/Data/5/572.png b/Data/5/572.png
new file mode 100644
index 0000000000000000000000000000000000000000..4c71f912c1694cd8299a592ae6a3b4a3d202eb14
--- /dev/null
+++ b/Data/5/572.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4ad9622b0b4fd0f95d9320cade98d578aff21c1da155f4de51c6cb052910105
+size 79276
diff --git a/Data/5/573.png b/Data/5/573.png
new file mode 100644
index 0000000000000000000000000000000000000000..15324e26be5f839343eb89696e5feeab0440b06d
--- /dev/null
+++ b/Data/5/573.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:955c70fbef7a7abdd81e23ff19fe50728f345763041ec1cf3a6df51979dfa9ca
+size 138586
diff --git a/Data/5/574.png b/Data/5/574.png
new file mode 100644
index 0000000000000000000000000000000000000000..b35131d2e2f20d8842e28f734f8d02e7425dc49b
--- /dev/null
+++ b/Data/5/574.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:208f88b1aabe0d5b22d3180a3223e74ee1c06b63eae0d10dd14ff4951d6c95fe
+size 125889
diff --git a/Data/5/575.png b/Data/5/575.png
new file mode 100644
index 0000000000000000000000000000000000000000..3c982c38b67a281110be55f0f3387702638ebcb7
--- /dev/null
+++ b/Data/5/575.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4648560ffeeeef4f34ac6c8e2f29a374f383469d16eec33eb5e50ba45045e39
+size 95299
diff --git a/Data/5/576.png b/Data/5/576.png
new file mode 100644
index 0000000000000000000000000000000000000000..1682e26a5009063d28eb9ff5032acfdc11f38501
--- /dev/null
+++ b/Data/5/576.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9787b2e48a65020e15819d46ceaa94f6b94f534471bdf383a8ef5e4c0e239e10
+size 90732
diff --git a/Data/5/577.png b/Data/5/577.png
new file mode 100644
index 0000000000000000000000000000000000000000..4f6c379de48a558584fc3ecb8f7ed57fdba20896
--- /dev/null
+++ b/Data/5/577.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff1bc16ad6779089e7eaca426851a12ab005f98ddb1bdc8b4de4b4326d7b2c6a
+size 60416
diff --git a/Data/5/578.png b/Data/5/578.png
new file mode 100644
index 0000000000000000000000000000000000000000..5090671ce8e614c1284986d9e3cd82c33a0c5e4a
--- /dev/null
+++ b/Data/5/578.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:457574ab1e94b9c57e7e569a9c0e9a48a210385fe1f436937e03389dfe9e6316
+size 116445
diff --git a/Data/5/579.png b/Data/5/579.png
new file mode 100644
index 0000000000000000000000000000000000000000..c3103a3df681de697c1c832e052a14534d505ecf
--- /dev/null
+++ b/Data/5/579.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b3a48a31d0b623fa56f3436f4447bc35a4b047fef0545ce510e81a6ae390ef5
+size 128131
diff --git a/Data/5/580.png b/Data/5/580.png
new file mode 100644
index 0000000000000000000000000000000000000000..26e778a6ea5dcd6d760afd19cdfbca4e0dacb8a1
--- /dev/null
+++ b/Data/5/580.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15d8433c3331fb6298ce33ed25190c24219bcf4deb8a75d39265ba084f1f7da8
+size 143172
diff --git a/Data/5/581.png b/Data/5/581.png
new file mode 100644
index 0000000000000000000000000000000000000000..af2644da88186a5377aa28aabf7166a44ef18d0a
--- /dev/null
+++ b/Data/5/581.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37920b5d562c0d3368c3c3670fda763aac804aa0fe8f27899c6f0c99f9fdd3d2
+size 91921
diff --git a/Data/5/582.png b/Data/5/582.png
new file mode 100644
index 0000000000000000000000000000000000000000..daace34c50250406fa34df668f9f0f9fee12881f
--- /dev/null
+++ b/Data/5/582.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1787148fe77c41003318196312fe138e7c399eca67c3c1b634e508bf6d7e0fbc
+size 167922
diff --git a/Data/5/583.png b/Data/5/583.png
new file mode 100644
index 0000000000000000000000000000000000000000..49bdae640330ad388578920eca42fa77fc1650e8
--- /dev/null
+++ b/Data/5/583.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b775f1b3fd2d7539aca36a330fbf97417847292ca5eed87b918e1da18e79d46
+size 145217
diff --git a/Data/5/584.png b/Data/5/584.png
new file mode 100644
index 0000000000000000000000000000000000000000..a21c12cad600d405b9d60adcac19efb64c48f643
--- /dev/null
+++ b/Data/5/584.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b5ed27346f3bf7b81bacc05d534967c50c7b17dbec59b01763460bec1449faa
+size 157510
diff --git a/Data/5/585.png b/Data/5/585.png
new file mode 100644
index 0000000000000000000000000000000000000000..c611827bc707a352bc08df2617b99e93c67fe514
--- /dev/null
+++ b/Data/5/585.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3c30da08ce0e054c7b94170ff9ef2f3e98c33f3f10168c3a4e900f26dcae9f9
+size 152558
diff --git a/Data/5/586.png b/Data/5/586.png
new file mode 100644
index 0000000000000000000000000000000000000000..0932be4658ddd09dd0d11fa9f68aec77bb5b6ec2
--- /dev/null
+++ b/Data/5/586.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02b2b7e8527ff2768f0b728cdcf32932413f2da82b910477d953e05f37d0ae3c
+size 139999
diff --git a/Data/5/587.png b/Data/5/587.png
new file mode 100644
index 0000000000000000000000000000000000000000..8f81e119c0c95ee1706b2ebaa46a12710bdeb5fb
--- /dev/null
+++ b/Data/5/587.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b03ecd2aa03b88cf83c6f5c4b85606d5afb0bea4de1290ba6226b005553ef6ea
+size 133107
diff --git a/Data/5/588.png b/Data/5/588.png
new file mode 100644
index 0000000000000000000000000000000000000000..33def18541f7d9e9c692c09fbd52716a4967f866
--- /dev/null
+++ b/Data/5/588.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b63fe9b198aafd0a8b83494c71cb1db2466e65c8d98d33c4572441bcf77ea0c
+size 104805
diff --git a/Data/5/589.png b/Data/5/589.png
new file mode 100644
index 0000000000000000000000000000000000000000..67f098efe97dcb522218b0f116e1f148d5ca8b8c
--- /dev/null
+++ b/Data/5/589.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f88df724da737404abf0353d9fa3378e24fe0f4b6991e45faefe13e27e462680
+size 130770
diff --git a/Data/5/590.png b/Data/5/590.png
new file mode 100644
index 0000000000000000000000000000000000000000..b8073f062eace12b0f59b9ceed7394b3f9b4f99e
--- /dev/null
+++ b/Data/5/590.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37095c421c28e50379b8ddf87f4fd4e9207f8eed83b44026280bb73b960c1d64
+size 139477
diff --git a/Data/5/591.png b/Data/5/591.png
new file mode 100644
index 0000000000000000000000000000000000000000..ebb3702b78ff532eb317ae6608a2f9b3e7f0b946
--- /dev/null
+++ b/Data/5/591.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c6ea7dfa267ad54ca462bdb7c1930727e3a4cb411b619c39a3e780e7197ba00
+size 119380
diff --git a/Data/5/592.png b/Data/5/592.png
new file mode 100644
index 0000000000000000000000000000000000000000..fccc17d004559887b7c3c2bbd418170913b08d4c
--- /dev/null
+++ b/Data/5/592.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:062f627a1a6269c5523d5f52fc1ba0fbc1a8285ebb8856ea681d85cda5e07230
+size 76311
diff --git a/Data/5/593.png b/Data/5/593.png
new file mode 100644
index 0000000000000000000000000000000000000000..f6491f4ef7250ae1dfcc9863d52631e1be3524a1
--- /dev/null
+++ b/Data/5/593.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f61192e88fd5d924aa663a9d9e831647bfcda99fb8f56988c34690a777babfe
+size 173804
diff --git a/Data/5/594.png b/Data/5/594.png
new file mode 100644
index 0000000000000000000000000000000000000000..d210844a450bff7ba59e13c4386a33f3d6ce6fe5
--- /dev/null
+++ b/Data/5/594.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25360dbe7399715042453b3a59a2860f13c1dbfdf02e3435e9f3c4bcd62463cd
+size 159599
diff --git a/Data/5/595.png b/Data/5/595.png
new file mode 100644
index 0000000000000000000000000000000000000000..ca7e9a15435af244e9a76a750616f0ddded8aedc
--- /dev/null
+++ b/Data/5/595.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92bb077c1bbce2156f2d4c8ee23da68a0921db929f04cecba4d9b8bd71d65998
+size 161787
diff --git a/Data/5/596.png b/Data/5/596.png
new file mode 100644
index 0000000000000000000000000000000000000000..2dc22df146ebdf9805e3dc65e4379d165b084c28
--- /dev/null
+++ b/Data/5/596.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2336ac02bf8a69d08a8535295a2b67928abfdd5ab091b39e461d34172a78b969
+size 125846
diff --git a/Data/5/597.png b/Data/5/597.png
new file mode 100644
index 0000000000000000000000000000000000000000..834f7fdd5d503bd4015cea30fb4127965514ef2a
--- /dev/null
+++ b/Data/5/597.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f3682d4a4e928319ee045c0862bc46ef4382087cd2c705f70a3c25259f1ad58
+size 158741
diff --git a/Data/5/598.png b/Data/5/598.png
new file mode 100644
index 0000000000000000000000000000000000000000..50d38184dcd6559e1ec0411a667a0228e247ce80
--- /dev/null
+++ b/Data/5/598.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37672c206c2ebd865e9a7f1e41d15189d64696340b2d0acde6c94e0257dfd6a8
+size 138184
diff --git a/Data/5/599.png b/Data/5/599.png
new file mode 100644
index 0000000000000000000000000000000000000000..6c74ee41c3e8f851db30e1c57c11d943eef17306
--- /dev/null
+++ b/Data/5/599.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4784aa3cd33c735410517f4d1392059819475ba0ab736e099d42a2a86608f4bf
+size 172529
diff --git a/Data/6/600.png b/Data/6/600.png
new file mode 100644
index 0000000000000000000000000000000000000000..42a595baa9bab86051eaca9611c29f46e2a1b6ba
--- /dev/null
+++ b/Data/6/600.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1965e11eb4a324e61982c95d8a36aba982137ae8a7ac346246091845843abb3
+size 124771
diff --git a/Data/6/601.png b/Data/6/601.png
new file mode 100644
index 0000000000000000000000000000000000000000..6d0e69c0a0214abeb319c33e8523e7ec67ca2432
--- /dev/null
+++ b/Data/6/601.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0a363e1aca8586b0e8abd03ef2c23e2747cd208ce01a68fc1ee01a492583ec2
+size 83885
diff --git a/Data/6/602.png b/Data/6/602.png
new file mode 100644
index 0000000000000000000000000000000000000000..cac78828c8bfa968e5838298ed51f6bd774576bc
--- /dev/null
+++ b/Data/6/602.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff0c14646e70699aba1409990beda6fc1c876ed1f6b4821fc0e3c860e6862295
+size 124672
diff --git a/Data/6/603.png b/Data/6/603.png
new file mode 100644
index 0000000000000000000000000000000000000000..28d6275fbd8d439c76a80602b97579a9a725e8e9
--- /dev/null
+++ b/Data/6/603.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62d68be4f2beedae634a29036c3ff657f82efb627eb923a2613425dbbee31d49
+size 110112
diff --git a/Data/6/604.png b/Data/6/604.png
new file mode 100644
index 0000000000000000000000000000000000000000..7114a302f301f7589f31ae70918a0870e91be1a7
--- /dev/null
+++ b/Data/6/604.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26f8caaafaab650f903eac4206ebc9451a07d870df174e79226d68e4c2a3bed9
+size 96171
diff --git a/Data/6/605.png b/Data/6/605.png
new file mode 100644
index 0000000000000000000000000000000000000000..408bfd2e7a28c97a5c7cc2d16541bc64e0d5f56e
--- /dev/null
+++ b/Data/6/605.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2210db2a6fb871d0cf46b854551270f9560cbdd438a60bd485272a3973e11b55
+size 148075
diff --git a/Data/6/606.png b/Data/6/606.png
new file mode 100644
index 0000000000000000000000000000000000000000..3ab1754df808f3bcfc75efe30e573f6c2502bc88
--- /dev/null
+++ b/Data/6/606.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07c1c7e7d5eacc7e588ba78770923fb68ab1a2fa74f71429aa321203e97e492e
+size 45274
diff --git a/Data/6/607.png b/Data/6/607.png
new file mode 100644
index 0000000000000000000000000000000000000000..0478121f07c3b28c7cae46b4982b7ce0b1f92d64
--- /dev/null
+++ b/Data/6/607.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b14a9859f07858334fcc4fa162367c7a2eac941a73134d27ff6fc3379c20960
+size 71065
diff --git a/Data/6/608.png b/Data/6/608.png
new file mode 100644
index 0000000000000000000000000000000000000000..b50b01bcfefc26cdec88153b1e3a0208326b7758
--- /dev/null
+++ b/Data/6/608.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb4ae20ad389a35c6cec75b60d95bd4b88e7b886ff3027f1a2fbb238cedcb9ec
+size 124940
diff --git a/Data/6/609.png b/Data/6/609.png
new file mode 100644
index 0000000000000000000000000000000000000000..1c402fe405a247a397f6764ceb26226fa438e731
--- /dev/null
+++ b/Data/6/609.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2be9fb698513ba91f84991c4d6bd64c9f9e65bbf1416aeae0afc6a04a4dbdd1f
+size 70852
diff --git a/Data/6/610.png b/Data/6/610.png
new file mode 100644
index 0000000000000000000000000000000000000000..b56eada826fe132c5cfde0b313abbef5851c54e8
--- /dev/null
+++ b/Data/6/610.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14f999314b04b37325e56a00426d6d36e0fbf7ddc20620a5da20b1327a508618
+size 149068
diff --git a/Data/6/611.png b/Data/6/611.png
new file mode 100644
index 0000000000000000000000000000000000000000..f9d2b1175d0d16f34a88664a776808ad4dde967a
--- /dev/null
+++ b/Data/6/611.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8748152c3f0d4d22bc911c0ca339712c22a7b2dddc93930eef02a573ce179fd3
+size 94264
diff --git a/Data/6/612.png b/Data/6/612.png
new file mode 100644
index 0000000000000000000000000000000000000000..fcd6745c39888d749231e7f31d2eab7de3a616a7
--- /dev/null
+++ b/Data/6/612.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1f7c35a3978027d866f69568ed7b37483398cdc38bc591abfde0ea119560162
+size 54214
diff --git a/Data/6/613.png b/Data/6/613.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe69632f4b5be34830497dab424242df22a0c1bb
--- /dev/null
+++ b/Data/6/613.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6112f1be1cb0901a069f67d2dc8392e7a189a02de6ec5f038a3919c34231303
+size 121345
diff --git a/Data/6/614.png b/Data/6/614.png
new file mode 100644
index 0000000000000000000000000000000000000000..7d5205ac0c67972f7b958a5da2882a52ad6f073d
--- /dev/null
+++ b/Data/6/614.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d238f290d0fe6b26f32f2eff2c04e157ada0b6e2e1b8578d346043d8c3fa0507
+size 116508
diff --git a/Data/6/615.png b/Data/6/615.png
new file mode 100644
index 0000000000000000000000000000000000000000..8953b3a7a9d18678c50741d12527c432739c3367
--- /dev/null
+++ b/Data/6/615.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e44dff5718123082944e93cf278db343a91ed79296acc126b0a999a3c3d107e
+size 127168
diff --git a/Data/6/616.png b/Data/6/616.png
new file mode 100644
index 0000000000000000000000000000000000000000..0500e32832536b2fabfa98f6ef7299355c4c8bde
--- /dev/null
+++ b/Data/6/616.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:448039b7e0b75542dfb1128f71334e4c5bab7ae27f743e94ddba9792ee5d0409
+size 100895
diff --git a/Data/6/617.png b/Data/6/617.png
new file mode 100644
index 0000000000000000000000000000000000000000..66b2fabe6a66880518e4383d69f0f91ef439af99
--- /dev/null
+++ b/Data/6/617.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76808cbfde35b2b81046dd566ff5ba0aa2bbf0870376f806a6779e976b01cca8
+size 57064
diff --git a/Data/6/618.png b/Data/6/618.png
new file mode 100644
index 0000000000000000000000000000000000000000..6f10e7d99d618b5322ec12c31d9f90bbaca49e6d
--- /dev/null
+++ b/Data/6/618.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6f67f3affcf80c3cccd9d9d1b4f842967a47858b364223f63d6cbb01c151b69
+size 152415
diff --git a/Data/6/619.png b/Data/6/619.png
new file mode 100644
index 0000000000000000000000000000000000000000..e9b7d4cf24beda673aff8b21116e255efc2adaa1
--- /dev/null
+++ b/Data/6/619.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f119129b86f5b56974b05cc3520ac4bf1d253d6310443c3d8a2ca3ac8921726
+size 178415
diff --git a/Data/6/620.png b/Data/6/620.png
new file mode 100644
index 0000000000000000000000000000000000000000..a8bc010c40c622ef82ed21169f3da368325cd618
--- /dev/null
+++ b/Data/6/620.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d378486ba10e69c9b4421e414c96fcf1ce4e001cc89f0869d92f5e0fdec8836
+size 143927
diff --git a/Data/6/621.png b/Data/6/621.png
new file mode 100644
index 0000000000000000000000000000000000000000..71dcab97934ce683470d7fb2bdb1320237cea554
--- /dev/null
+++ b/Data/6/621.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:365efc9c6120ea4e2d516927a5a1d9534f1a01460d04c6b34cd48065b7c67509
+size 131228
diff --git a/Data/6/622.png b/Data/6/622.png
new file mode 100644
index 0000000000000000000000000000000000000000..5929540f26a8bbd1ae747117975bece0265df65a
--- /dev/null
+++ b/Data/6/622.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e802818589c977e0063043ae4d04f37ada8f4aa4f5734871092c9a4da9729c9
+size 112605
diff --git a/Data/6/623.png b/Data/6/623.png
new file mode 100644
index 0000000000000000000000000000000000000000..dbfd2eef7bbb5346fdf1336755e1e89c2f25b019
--- /dev/null
+++ b/Data/6/623.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f645d408f46027e8f7180efa5440a90be4e20313bb827b549a3cafd37d54df1b
+size 114318
diff --git a/Data/6/624.png b/Data/6/624.png
new file mode 100644
index 0000000000000000000000000000000000000000..f4879098cb4ddec9bae07338f2d4c36cf2594071
--- /dev/null
+++ b/Data/6/624.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96115432ad205020e1f28a5b6535400ec79e9d778a4469aec310788fc380e654
+size 113136
diff --git a/Data/6/625.png b/Data/6/625.png
new file mode 100644
index 0000000000000000000000000000000000000000..af1fe1e6f0d30e0de04ebfc8ec5f4746931c2016
--- /dev/null
+++ b/Data/6/625.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:015316b19a6f85304ebcd730b617abd5ebc1b202a9ce0f77c99fbb702cf472bf
+size 116115
diff --git a/Data/6/626.png b/Data/6/626.png
new file mode 100644
index 0000000000000000000000000000000000000000..e7dce9e94cbdffe93ce8733bd66a5ff601fa0229
--- /dev/null
+++ b/Data/6/626.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d3607edae322e4b470fa885baffc90aeea19cf7e597da50286d38b02de2db74
+size 127325
diff --git a/Data/6/627.png b/Data/6/627.png
new file mode 100644
index 0000000000000000000000000000000000000000..938b358c607b733a618ac3b41fee9db558f1e6da
--- /dev/null
+++ b/Data/6/627.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32ff8d8852a420d7ee0403a847d27f59f04fa89e84a350256fd04818a691a723
+size 98842
diff --git a/Data/6/628.png b/Data/6/628.png
new file mode 100644
index 0000000000000000000000000000000000000000..952ca6ff6b1a3b68e8dc08c0e7b74bf4dc6a7fd8
--- /dev/null
+++ b/Data/6/628.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4c8728b3ebceacefe62aabb1412b80a66cc5d5a09ae5844c957d4ab6f6202df
+size 128005
diff --git a/Data/6/629.png b/Data/6/629.png
new file mode 100644
index 0000000000000000000000000000000000000000..9413c38d285db98ff6b976e68a0798f38610a0e0
--- /dev/null
+++ b/Data/6/629.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cae7a8dde077b19b0f6aca493d45e4aa5bf498aa77f40d6ef5d670234d9db579
+size 162136
diff --git a/Data/6/630.png b/Data/6/630.png
new file mode 100644
index 0000000000000000000000000000000000000000..ad55a5dcb17337ef1f75ede43c682d3537c5d3c1
--- /dev/null
+++ b/Data/6/630.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3803850aa7b96b703272a4adbe6cadf7c945ac03cb23b730bdf8723fafa80435
+size 103294
diff --git a/Data/6/631.png b/Data/6/631.png
new file mode 100644
index 0000000000000000000000000000000000000000..12cceb2b258ebee32ebbe1a53f667a4a7c359b18
--- /dev/null
+++ b/Data/6/631.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0762d2118d1da19958d07d1d6ada1ed91e8ec3d2f51cead4817ce97de3fe9bc2
+size 112648
diff --git a/Data/6/632.png b/Data/6/632.png
new file mode 100644
index 0000000000000000000000000000000000000000..a715f70bac884e541146b656a954b504be87cc67
--- /dev/null
+++ b/Data/6/632.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2a98a4f342b73f6a6103b7d28a235da72dda9f9882d338abbd46bb648acbf69
+size 124621
diff --git a/Data/6/633.png b/Data/6/633.png
new file mode 100644
index 0000000000000000000000000000000000000000..86f637e06e3d7884b13acb78dfd687bdb09ad35b
--- /dev/null
+++ b/Data/6/633.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:821f11fe90d863c8fff14fa6d7250073522e9237bf5e9df4e826c5148dd72dca
+size 124948
diff --git a/Data/6/634.png b/Data/6/634.png
new file mode 100644
index 0000000000000000000000000000000000000000..dd2b2832f4044c557c0a117d72ca0b6e099cb291
--- /dev/null
+++ b/Data/6/634.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10789a93a3cf9e13db1f576f88e2bfa0a8d87be3550d4e3d9546264a40e567a2
+size 120128
diff --git a/Data/6/635.png b/Data/6/635.png
new file mode 100644
index 0000000000000000000000000000000000000000..14b0f866d86e087c00662702e9b3259d0a2ff6dd
--- /dev/null
+++ b/Data/6/635.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d891154a7edc90ab724f375732ea69a125b67d691a1aa60628c9708d23ef7ea7
+size 101457
diff --git a/Data/6/636.png b/Data/6/636.png
new file mode 100644
index 0000000000000000000000000000000000000000..5a2bcbd8860d2eac4b23999158d9db322385b6a8
--- /dev/null
+++ b/Data/6/636.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b65b1dd62786e627ca8746b839a1030b665e48db690b6f105a3a8bdddef6121c
+size 100958
diff --git a/Data/6/637.png b/Data/6/637.png
new file mode 100644
index 0000000000000000000000000000000000000000..173e099779d3e8e67cdd1dc2a0df4496f76443b1
--- /dev/null
+++ b/Data/6/637.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86e989963bef4d8b5818f0d0bda5090526d2d79dac8a729ea1c5e4793968eea1
+size 132991
diff --git a/Data/6/638.png b/Data/6/638.png
new file mode 100644
index 0000000000000000000000000000000000000000..6465b2792091cab6ce3d79ec10745a2df29fc883
--- /dev/null
+++ b/Data/6/638.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0982ad82a45f3b433f162abe0d42034e88a9c1e743bc2d2f22b9fa74173a710e
+size 84929
diff --git a/Data/6/639.png b/Data/6/639.png
new file mode 100644
index 0000000000000000000000000000000000000000..5416833c1397bac265461b2060803f9377bd5de4
--- /dev/null
+++ b/Data/6/639.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f93b2bf5362ad6fa912c57f2e09c08834c4a63238cd91328ddce9710fa4014f0
+size 119039
diff --git a/Data/6/640.png b/Data/6/640.png
new file mode 100644
index 0000000000000000000000000000000000000000..ab3dcb91a8a64cc9ac2a0f0c89b3d09872cf1aa7
--- /dev/null
+++ b/Data/6/640.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2698e07ffade578afb045515ebcc2a5275abc54f5badcaaba6317a0cf179079f
+size 147427
diff --git a/Data/6/641.png b/Data/6/641.png
new file mode 100644
index 0000000000000000000000000000000000000000..6d38b2f1c4a48eefbd2ad91718fcaa6e3e5c052d
--- /dev/null
+++ b/Data/6/641.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e2e9ab4a0c6c02e6d7de0d6e124e96df382e840addf069f6bde7c62db5f4706
+size 112730
diff --git a/Data/6/642.png b/Data/6/642.png
new file mode 100644
index 0000000000000000000000000000000000000000..3e8b665224d3d234bddc79ea4ed15cd548189fa2
--- /dev/null
+++ b/Data/6/642.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8affc2cf6a987e6be0fa75d356d2f015943e04418ccbc7b743b59657db4d45f6
+size 100704
diff --git a/Data/6/643.png b/Data/6/643.png
new file mode 100644
index 0000000000000000000000000000000000000000..25feb36650ac25656894300cdfa822767f9ab3a8
--- /dev/null
+++ b/Data/6/643.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0bd6049e7d6a69916591a8d5705633569f3802b3ea731f29d0279f22dfbd449
+size 101136
diff --git a/Data/6/644.png b/Data/6/644.png
new file mode 100644
index 0000000000000000000000000000000000000000..cd9ff466a30c6ed7054cfdd5771045a887997913
--- /dev/null
+++ b/Data/6/644.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:940b9dfacfd6027c4baf9937a7a8d34faa3b30f6684630747d1c1075bffe7613
+size 128908
diff --git a/Data/6/645.png b/Data/6/645.png
new file mode 100644
index 0000000000000000000000000000000000000000..ff45a2755c28b526516a7be27b214adff88f6449
--- /dev/null
+++ b/Data/6/645.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b177a4ea5f756ea8d083d59f1b21d6351ed6062135a9f1778885e4eb0d4996fd
+size 147957
diff --git a/Data/6/646.png b/Data/6/646.png
new file mode 100644
index 0000000000000000000000000000000000000000..0d099eb9660e2c421ed6c53284d27b6d35188ede
--- /dev/null
+++ b/Data/6/646.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c36bd36fd57284797dcd0e8ad46f1a7a956367a8e8d8e3234665bb697e37d0a
+size 89853
diff --git a/Data/6/647.png b/Data/6/647.png
new file mode 100644
index 0000000000000000000000000000000000000000..da96d5869c6b6ed42c4a8f6e42c07869e636f191
--- /dev/null
+++ b/Data/6/647.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a576019164ccf3eead07bb61c34786c119488a153624b3750558edcb290e601d
+size 99060
diff --git a/Data/6/648.png b/Data/6/648.png
new file mode 100644
index 0000000000000000000000000000000000000000..41cd0e73b2ecedf01a284e5673e11634910ebe24
--- /dev/null
+++ b/Data/6/648.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f98eca84450c7c89b2ce6259fccbc951c8904ef1729cb4ec6a18dda495e362dd
+size 83073
diff --git a/Data/6/649.png b/Data/6/649.png
new file mode 100644
index 0000000000000000000000000000000000000000..db6f1e752d1567b17456a8230fb78c24141bad39
--- /dev/null
+++ b/Data/6/649.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e2a003b0c582a6415b39c4147c087f9b8146fae3ae0d4e3bf1cae294484455f
+size 102625
diff --git a/Data/6/650.png b/Data/6/650.png
new file mode 100644
index 0000000000000000000000000000000000000000..6a824ec2695fc7cb6090f8b4df611a1bde524757
--- /dev/null
+++ b/Data/6/650.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:008f8a13606a8a3debcf7745f2cd4200a40355897fc6a8d8aa843dbd1f8b7a8d
+size 97030
diff --git a/Data/6/651.png b/Data/6/651.png
new file mode 100644
index 0000000000000000000000000000000000000000..fa534d6996dbb905b0e7be2254df29c2a592f1cb
--- /dev/null
+++ b/Data/6/651.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7ed49c3cc4b97c0853dc4972bc60f52d194c154bfcf715e1ce5e6dcb7dfa5e1
+size 121805
diff --git a/Data/6/652.png b/Data/6/652.png
new file mode 100644
index 0000000000000000000000000000000000000000..5002714fc27524f7aebff20af6f40374e198f87a
--- /dev/null
+++ b/Data/6/652.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a0301f9f424588e6de61ded41eadf03d2641ca21d9c0c50d10836d763cdef0b
+size 94414
diff --git a/Data/6/653.png b/Data/6/653.png
new file mode 100644
index 0000000000000000000000000000000000000000..bf4b353ff94ce38537eb4baf239bd6519a3fb368
--- /dev/null
+++ b/Data/6/653.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:562091121e4fb827cef54c1775cd5d5017ad4c65c4143d985624487cb094f6fc
+size 154042
diff --git a/Data/6/654.png b/Data/6/654.png
new file mode 100644
index 0000000000000000000000000000000000000000..f1811b935f1a9a03448471e6cb8369b8b11a819c
--- /dev/null
+++ b/Data/6/654.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:874f3120a59bbf61aceb3fa005ae05fe6d57472e7c872a71865c7dde6777d2bd
+size 99525
diff --git a/Data/6/655.png b/Data/6/655.png
new file mode 100644
index 0000000000000000000000000000000000000000..872be61dd4bb59da02df865f3a9171c0b46eaa91
--- /dev/null
+++ b/Data/6/655.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e34b5057f33edfdb213beac49461432f1eaa467108ef47d346897340cd82c667
+size 141339
diff --git a/Data/6/656.png b/Data/6/656.png
new file mode 100644
index 0000000000000000000000000000000000000000..fc306121c180b7a574cc171578937d7440991c1d
--- /dev/null
+++ b/Data/6/656.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d793a7e00f2fe620e496f4e95ee550712e7f49a84743767817a94fc3ac36df16
+size 151891
diff --git a/Data/6/657.png b/Data/6/657.png
new file mode 100644
index 0000000000000000000000000000000000000000..4543ff9c63249382a79e477f38d052070d3d19af
--- /dev/null
+++ b/Data/6/657.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:795d439f3973df1f78d34a68a69401197f919bdb411e6086f2472b2af057433a
+size 109527
diff --git a/Data/6/658.png b/Data/6/658.png
new file mode 100644
index 0000000000000000000000000000000000000000..3823c3e6bd6c73a02aba9567b17609b2aac1063b
--- /dev/null
+++ b/Data/6/658.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4bca1c7b24d6ceb578cde3a248798f5c09d677aa4526af999a084aa2a235628c
+size 116408
diff --git a/Data/6/659.png b/Data/6/659.png
new file mode 100644
index 0000000000000000000000000000000000000000..4aa42919c8afa20964ff8054ce5f58852669639c
--- /dev/null
+++ b/Data/6/659.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e62b3649e0d6892ac16f0b0086fa6a115272d071c91c9b2713dd8485f546eb5
+size 64048
diff --git a/Data/6/660.png b/Data/6/660.png
new file mode 100644
index 0000000000000000000000000000000000000000..0119efac6c758b87a0b356c66e0e591afff8f590
--- /dev/null
+++ b/Data/6/660.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6dd51311e1c53811f8789c79bdfcc1fd5346217ba6d30fc501b436acd2621073
+size 118269
diff --git a/Data/6/661.png b/Data/6/661.png
new file mode 100644
index 0000000000000000000000000000000000000000..63a2f07fd1c8495d9c88c10c7ca157f58985b4f8
--- /dev/null
+++ b/Data/6/661.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b2ddb49503547c835510aecfefa657afe14b6499b1223c26b2f5f38c23afcad
+size 97742
diff --git a/Data/6/662.png b/Data/6/662.png
new file mode 100644
index 0000000000000000000000000000000000000000..e54df4b09387eb47dcd482819639b2e15c3cd4d0
--- /dev/null
+++ b/Data/6/662.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa026c6046fd87a6ffb19bb9a684d82ae035352591ef5c2dd9cd2c9ee432668a
+size 116675
diff --git a/Data/6/663.png b/Data/6/663.png
new file mode 100644
index 0000000000000000000000000000000000000000..8de3da048c288cfdaa8bc9903abdac739a1529e7
--- /dev/null
+++ b/Data/6/663.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11161c07b2b6556e572acaa65a19afc6b4c829347d418e050d0154baef8b474e
+size 146036
diff --git a/Data/6/664.png b/Data/6/664.png
new file mode 100644
index 0000000000000000000000000000000000000000..ed7aee343bf45745f8e2d06f10e2cacf2405f722
--- /dev/null
+++ b/Data/6/664.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4818b080719de56613d93871c2c06c8bc37cdb63c206403fcba22b342576d022
+size 44073
diff --git a/Data/6/665.png b/Data/6/665.png
new file mode 100644
index 0000000000000000000000000000000000000000..32b6520378a0fa629fb61be61c88a10db1bd0e79
--- /dev/null
+++ b/Data/6/665.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d62ea0fb3aa103d3bec49faa2c0357012b4358060ca5f59bf3f1b521bb7bdb32
+size 114999
diff --git a/Data/6/666.png b/Data/6/666.png
new file mode 100644
index 0000000000000000000000000000000000000000..d5b1082c54161a606d5e7513ce33bf23905474ed
--- /dev/null
+++ b/Data/6/666.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0accb10b107dca9727e1f5aa3800a14c6aa427f87c0d069db714d3b9ebf66e2d
+size 127093
diff --git a/Data/6/667.png b/Data/6/667.png
new file mode 100644
index 0000000000000000000000000000000000000000..946cbed88428162d1771bb6007e268b07e25f49d
--- /dev/null
+++ b/Data/6/667.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4263fe2c688317ce4a1a9efd9d33024d6ae23b2b6fdfaf76dca0ac720b0aa7f3
+size 153859
diff --git a/Data/6/668.png b/Data/6/668.png
new file mode 100644
index 0000000000000000000000000000000000000000..e8061dd9b6314278ee474bd2cd143d566fbbfff5
--- /dev/null
+++ b/Data/6/668.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a85c778c468166e91be20c07ef7e013630b52b177693adab2c87515d4970c6fb
+size 156669
diff --git a/Data/6/669.png b/Data/6/669.png
new file mode 100644
index 0000000000000000000000000000000000000000..dc677e398b15e8f93ed1a1203dca65d69db678c5
--- /dev/null
+++ b/Data/6/669.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:790a115f173dbc6b624240484765506969962ea2117d32da2d119e778bb510ec
+size 64093
diff --git a/Data/6/670.png b/Data/6/670.png
new file mode 100644
index 0000000000000000000000000000000000000000..17c076c287fa4074c7a58bb7f606b14539e0a8b4
--- /dev/null
+++ b/Data/6/670.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80c9f597d6553501a5920c8ab46de9c608fc0feeba5e42b648b138562c6930f0
+size 146391
diff --git a/Data/6/671.png b/Data/6/671.png
new file mode 100644
index 0000000000000000000000000000000000000000..400061408d197f25819ab4af9ea67a085dc54478
--- /dev/null
+++ b/Data/6/671.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffe601c81e9828fd46b2843c99d3054deff30f95d279dd35c6b0500b6dcbb2da
+size 111735
diff --git a/Data/6/672.png b/Data/6/672.png
new file mode 100644
index 0000000000000000000000000000000000000000..c7b462639afb6bfbf6de001650e53a1e2f3d0bc6
--- /dev/null
+++ b/Data/6/672.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96b068e170989f51333134df8406c0dd792a65a9d22bcecf189fc98bef5d3d2c
+size 104584
diff --git a/Data/6/673.png b/Data/6/673.png
new file mode 100644
index 0000000000000000000000000000000000000000..780589c7217888a563014dc0b7c328e235ececa1
--- /dev/null
+++ b/Data/6/673.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22c3dec1a4ca0730284c00cf753fa2ddaf7caea929688ea4d489aef7333642af
+size 43492
diff --git a/Data/6/674.png b/Data/6/674.png
new file mode 100644
index 0000000000000000000000000000000000000000..ca666b1fc67ee52c365dbf475086032a823ad28a
--- /dev/null
+++ b/Data/6/674.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e37435eed841296f2e506b49ab48a6c102ed1d860b178c932c7246deb4be10f
+size 82564
diff --git a/Data/6/675.png b/Data/6/675.png
new file mode 100644
index 0000000000000000000000000000000000000000..5dc9a57bfc6083f3dbe09b19b0abab786d5ed48c
--- /dev/null
+++ b/Data/6/675.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4dfdb21b46102028583d54acf1446dae8c7b10426a28830964ac558818fc8964
+size 120380
diff --git a/Data/6/676.png b/Data/6/676.png
new file mode 100644
index 0000000000000000000000000000000000000000..5bfc19d450c93254cf2f9e8627e3d2cf5914c7b6
--- /dev/null
+++ b/Data/6/676.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1fe2e166d4b212e4056dd6a9caa97ef2045c2abb0519cf2a358b2e8ce0b0ac12
+size 137130
diff --git a/Data/6/677.png b/Data/6/677.png
new file mode 100644
index 0000000000000000000000000000000000000000..8d0be255e3e064386007bf0bed07143ce4d013cf
--- /dev/null
+++ b/Data/6/677.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1222ef4539d5a1f72f5828efee763e2eb2788d410a017bc49a7b163d5ad59a05
+size 97898
diff --git a/Data/6/678.png b/Data/6/678.png
new file mode 100644
index 0000000000000000000000000000000000000000..43e716a301ce729a14ae15de063f8948303be481
--- /dev/null
+++ b/Data/6/678.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6f7472786913268ec079573b7bd77fc5a6ac4a8f8bf7481ffcf2ef7098bf9a0
+size 93517
diff --git a/Data/6/679.png b/Data/6/679.png
new file mode 100644
index 0000000000000000000000000000000000000000..94298fdbb49ccc1c7c58b20e00b950ac5512daf3
--- /dev/null
+++ b/Data/6/679.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf4481d285b1004f1e22941aa69881cf0d62d0a85632c9831ce5e4b77c9b4d0a
+size 154711
diff --git a/Data/6/680.png b/Data/6/680.png
new file mode 100644
index 0000000000000000000000000000000000000000..720d3dd4c7e559a1d7b37f51cce89d55ef1ecafc
--- /dev/null
+++ b/Data/6/680.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e1435302e6c26133ee063b31d381f4c5d64ae8f1f0c1342e280ae8081cb44d0
+size 82695
diff --git a/Data/6/681.png b/Data/6/681.png
new file mode 100644
index 0000000000000000000000000000000000000000..d9d4c55f40fb914335dbc96639efeb7faf230e5b
--- /dev/null
+++ b/Data/6/681.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3efaf9eabaf3826d2e31787757e58a909a9edd951a6145eb6146b7bed408238a
+size 110557
diff --git a/Data/6/682.png b/Data/6/682.png
new file mode 100644
index 0000000000000000000000000000000000000000..13f90fa8f8f730f3ec27a77fb13df549d9da2b37
--- /dev/null
+++ b/Data/6/682.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53cbc3b1135ab1a7806ea34b5c3df2ebb27a2e44d1729c40b4c0397df32f4807
+size 105882
diff --git a/Data/6/683.png b/Data/6/683.png
new file mode 100644
index 0000000000000000000000000000000000000000..428561d6bbb2341798876b7aca02dd4f0f27c308
--- /dev/null
+++ b/Data/6/683.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d209ca1c70cabd7c56f2dc2c8abb126195e49b9aba8830d204c769b77dd61142
+size 136967
diff --git a/Data/6/684.png b/Data/6/684.png
new file mode 100644
index 0000000000000000000000000000000000000000..be26159690767b3dfc930c43b2a20cf4cfa4565d
--- /dev/null
+++ b/Data/6/684.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e418b7d0a75b86771c24b1514d9e08d2d7fcc9efb13133c86c9c56e8765464a
+size 137312
diff --git a/Data/6/685.png b/Data/6/685.png
new file mode 100644
index 0000000000000000000000000000000000000000..0e256704f1538e344d5e2ea06b2677fbe8c0b532
--- /dev/null
+++ b/Data/6/685.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a2aad7e159ad7fc4ac180c750625a3b7ea8824dc2bccc62f3ce38e71dd4f1bc
+size 132484
diff --git a/Data/6/686.png b/Data/6/686.png
new file mode 100644
index 0000000000000000000000000000000000000000..b5a5d184d192f1e46dfeaa1ca2cb7a030df7150b
--- /dev/null
+++ b/Data/6/686.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d1e492899f6c39db68744565f7e4c45c0cf67e03ad1cdb50c4253fde0788325
+size 88413
diff --git a/Data/6/687.png b/Data/6/687.png
new file mode 100644
index 0000000000000000000000000000000000000000..c3e116f4728e91f42ad0f08832cc6df77819b6d3
--- /dev/null
+++ b/Data/6/687.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6c463e1da340c0ddc2f7495a06a1443800859dc07a88397d99e67ecb614af2c
+size 54308
diff --git a/Data/6/688.png b/Data/6/688.png
new file mode 100644
index 0000000000000000000000000000000000000000..04b9a8f940c52f1cb3e0c96b80b179ba08dcaf4d
--- /dev/null
+++ b/Data/6/688.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b70bf3341df70245b76107f11c53f3615d6ba6c6659851622ab9b99289b8c455
+size 159168
diff --git a/Data/6/689.png b/Data/6/689.png
new file mode 100644
index 0000000000000000000000000000000000000000..8e07b59ffffc9c8dde6aef8605e4e6f57b0ddc9c
--- /dev/null
+++ b/Data/6/689.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f84bcb64fe0f4aff4fbae1a6c6d038aeeab6009b1edfe0ce835baae956dab612
+size 57405
diff --git a/Data/6/690.png b/Data/6/690.png
new file mode 100644
index 0000000000000000000000000000000000000000..3be08b2345be39a27d2ae458c7ba178e61a26bea
--- /dev/null
+++ b/Data/6/690.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:683a9513f2caa41ef4b43322c7dc881c28c3eb7d83ed407b8301f4ad6b263867
+size 101983
diff --git a/Data/6/691.png b/Data/6/691.png
new file mode 100644
index 0000000000000000000000000000000000000000..83f76c113b651f95826398cdba3ff53f32d81202
--- /dev/null
+++ b/Data/6/691.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e59c265cf45c5022c729b477bc5f7b356c553bff87fea81fda9f95e3d6289666
+size 105778
diff --git a/Data/6/692.png b/Data/6/692.png
new file mode 100644
index 0000000000000000000000000000000000000000..beb69d2e2a15d2c43153a27d78b173f10c7306b2
--- /dev/null
+++ b/Data/6/692.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d31a6580e8b33ef52d9af877005cfa4d9d61bbd81221746a25eef3f01ec0c78
+size 125390
diff --git a/Data/6/693.png b/Data/6/693.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b891eba2aeaebe44bcc0a841af6d5b6d5d7a8ff
--- /dev/null
+++ b/Data/6/693.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9dec8a763238d9b605a6e65c1c7143395841ad66a066d93ef6a82558c5c94ed3
+size 102459
diff --git a/Data/6/694.png b/Data/6/694.png
new file mode 100644
index 0000000000000000000000000000000000000000..731758783b3452c582e4165e03f1048d4aa8551a
--- /dev/null
+++ b/Data/6/694.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d22c21199b71f859cff253d0e6e5363edd9410eb5549e7dff04c0caae46a88e7
+size 117723
diff --git a/Data/6/695.png b/Data/6/695.png
new file mode 100644
index 0000000000000000000000000000000000000000..01b8ebb73bf345b9144450924ade0501e125cb52
--- /dev/null
+++ b/Data/6/695.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f02c78d69d3ce64caeadb5a7ff4908148e75bbc13437568bbf4489bd0ab9fa4
+size 130056
diff --git a/Data/6/696.png b/Data/6/696.png
new file mode 100644
index 0000000000000000000000000000000000000000..b5c4aeff9d981063f6c61b571b5d6bb9e79d77bd
--- /dev/null
+++ b/Data/6/696.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c175295205a83b6e29204b8ca5cfcdabaad5e7ff8b7523e9c7592227b49a5092
+size 100863
diff --git a/Data/6/697.png b/Data/6/697.png
new file mode 100644
index 0000000000000000000000000000000000000000..08ba1d8f11541a8f5070f786a7d1bf2430104bb3
--- /dev/null
+++ b/Data/6/697.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:081de4944ea6cf3a0caf90be7502402812ad6777fe2de3efa29658462cf3315a
+size 114694
diff --git a/Data/6/698.png b/Data/6/698.png
new file mode 100644
index 0000000000000000000000000000000000000000..38aa015a3463eb016975fe27b50192fa22e09cd6
--- /dev/null
+++ b/Data/6/698.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f2b5b3323b41c2f5e8945bc7dc587a82b1d21f8d40062722b5972abd0bb1b07
+size 75251
diff --git a/Data/6/699.png b/Data/6/699.png
new file mode 100644
index 0000000000000000000000000000000000000000..363b99d78a5556b9fef5d12df4e11bc6f75566cc
--- /dev/null
+++ b/Data/6/699.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62fa4c13f27b9528dc7d37ceb154d749bfc959a999099f93de27d4540c4d68ac
+size 118198
diff --git a/Data/7/700.png b/Data/7/700.png
new file mode 100644
index 0000000000000000000000000000000000000000..8efd8efd57d9eabc39869818454c0d575399b63a
--- /dev/null
+++ b/Data/7/700.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f7c9a2b39233bea1003d39bf10aaebad7b153a2b4af7f34bea6ed0f76ea21b2
+size 86651
diff --git a/Data/7/701.png b/Data/7/701.png
new file mode 100644
index 0000000000000000000000000000000000000000..78cf64bd3b1696c276ecdd82fa72f9e3ceb068e4
--- /dev/null
+++ b/Data/7/701.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3d73c861e5405e089118cbe4a172203794061647412adf5d70f3d46cb56e6a5
+size 56637
diff --git a/Data/7/702.png b/Data/7/702.png
new file mode 100644
index 0000000000000000000000000000000000000000..9423ddefcd4d09a8bab80bf271a08838b48788d5
--- /dev/null
+++ b/Data/7/702.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:581f069d971098a181d812bcde6f521b22f41df61c17233845453d9023a9b553
+size 98353
diff --git a/Data/7/703.png b/Data/7/703.png
new file mode 100644
index 0000000000000000000000000000000000000000..2fa9d828f1071fd4d80a8f75dbb8179458b0e920
--- /dev/null
+++ b/Data/7/703.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:231b21779e337e6c9b46b54f069d8a871b60feb50dfa8cd39a68eef12974c00d
+size 125674
diff --git a/Data/7/704.png b/Data/7/704.png
new file mode 100644
index 0000000000000000000000000000000000000000..2e7273b5b8c9b594a41635cde9afb770fbdd6dfd
--- /dev/null
+++ b/Data/7/704.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc679b3d30dcb4eeea24b7e536ac5522a35c8c571c7884349b36c848d7459d35
+size 67891
diff --git a/Data/7/705.png b/Data/7/705.png
new file mode 100644
index 0000000000000000000000000000000000000000..17e87fafb45bcdd12abedb2bb5f9fe4cd2aeb5da
--- /dev/null
+++ b/Data/7/705.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcd307208be57e0250eac3b2bf40d96b99dff08b6df6e392333ab806d2a97c87
+size 170759
diff --git a/Data/7/706.png b/Data/7/706.png
new file mode 100644
index 0000000000000000000000000000000000000000..87577a3dc9ae08c336fb2abe51bac24597b1d0cf
--- /dev/null
+++ b/Data/7/706.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10d074537957022389d537501eb14ce938a77b8c7c6c8c63fb3a4013b706ad81
+size 97831
diff --git a/Data/7/707.png b/Data/7/707.png
new file mode 100644
index 0000000000000000000000000000000000000000..953da7c2dff624cc5bdbf1491c369c94e8a94183
--- /dev/null
+++ b/Data/7/707.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:242099527ef44796659ce4f4bcf3faac1e202f768cda66516f92fc72c385338e
+size 149985
diff --git a/Data/7/708.png b/Data/7/708.png
new file mode 100644
index 0000000000000000000000000000000000000000..dbfafbd988a3c81bca97faef897f31acec47f95a
--- /dev/null
+++ b/Data/7/708.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8d6fe2c3bf17dc7a034719a0358e567841cc8f076e1cecc1297518c5c9f04ed
+size 129531
diff --git a/Data/7/709.png b/Data/7/709.png
new file mode 100644
index 0000000000000000000000000000000000000000..fd7ad353a2c49277e3c32865356b24c78af67286
--- /dev/null
+++ b/Data/7/709.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37bf8e37f4f3aa88da4fa0ef83dba61cea0e3a3e3a7367de340ce82a8d3cd936
+size 78554
diff --git a/Data/7/710.png b/Data/7/710.png
new file mode 100644
index 0000000000000000000000000000000000000000..789617deea80513fec9bac4f92b31daa837de912
--- /dev/null
+++ b/Data/7/710.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50f50632573cb7b3d8e36310650613d29298b546d909ad178af2374e1a256f16
+size 95991
diff --git a/Data/7/711.png b/Data/7/711.png
new file mode 100644
index 0000000000000000000000000000000000000000..000782c9bb0413facc5f56ac2d244b997b546282
--- /dev/null
+++ b/Data/7/711.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86b357e4ee217680402ab13d32b4827c8df4488861ec65fad0457d5ad716f2ee
+size 118618
diff --git a/Data/7/712.png b/Data/7/712.png
new file mode 100644
index 0000000000000000000000000000000000000000..002889cab281834048d5fb604a9cde7deda6ac16
--- /dev/null
+++ b/Data/7/712.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31d635019ebe6bce6a0ec846f0bfc9780346afd5cdb90314a3c13a83795dc48d
+size 125303
diff --git a/Data/7/713.png b/Data/7/713.png
new file mode 100644
index 0000000000000000000000000000000000000000..44d451454163ee98a302c50a8ea6dc88442ee15e
--- /dev/null
+++ b/Data/7/713.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcf17a73dbc61c04d339a4837c56b05a1ecfff00703dee4cd36a79a1648a753a
+size 147603
diff --git a/Data/7/714.png b/Data/7/714.png
new file mode 100644
index 0000000000000000000000000000000000000000..7c1dfde70973fe1ddf9dbf02b6b556572b611183
--- /dev/null
+++ b/Data/7/714.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:090c93f01b55446f19b6dfe64cd4f887cdf6fa67021e9e14d8ffc111f48ea56d
+size 163697
diff --git a/Data/7/715.png b/Data/7/715.png
new file mode 100644
index 0000000000000000000000000000000000000000..988e04c52e8a48debfc4c55937884019d31fb05f
--- /dev/null
+++ b/Data/7/715.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23838b30088b90bb15028876af67029d92999bb1db37822e75163008df8d36db
+size 135534
diff --git a/Data/7/716.png b/Data/7/716.png
new file mode 100644
index 0000000000000000000000000000000000000000..f82e2301a30188bda9a9d3a02dfa61d0f91d6a7b
--- /dev/null
+++ b/Data/7/716.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4bad8e2f04d83ed62aab9514b76cf5d9276f9d16e16e954a67bd74bebd0d635a
+size 144667
diff --git a/Data/7/717.png b/Data/7/717.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c883eb7b3e432e691bc484383b9171b6ea5a537
--- /dev/null
+++ b/Data/7/717.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e374cd51870276ab9bacbe5d6015ce9204768cfccf7357eb1c633a1efa8f5451
+size 103745
diff --git a/Data/7/718.png b/Data/7/718.png
new file mode 100644
index 0000000000000000000000000000000000000000..703ebb13dd519ecaa94fb235b9a757c5af233af1
--- /dev/null
+++ b/Data/7/718.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86f80dc7d5acc91176a700d8d48c7f34673a3ec70c39bf6140759f8a0f0820d4
+size 36497
diff --git a/Data/7/719.png b/Data/7/719.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e479e6b6f9a8e1e5d68933b933bc0e7f1d479ce
--- /dev/null
+++ b/Data/7/719.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:140894dddbdf8074d35a95498e754598ed0e7e7ca5d6141cb5bedbd537f29d38
+size 139956
diff --git a/Data/7/720.png b/Data/7/720.png
new file mode 100644
index 0000000000000000000000000000000000000000..00e6efe2e2796cdfb5b045b31e4eaec2acdae501
--- /dev/null
+++ b/Data/7/720.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2655cdec4fede4f13e0791a12f7a2b6cbe5a9855f962ea771870763102f264a4
+size 67334
diff --git a/Data/7/721.png b/Data/7/721.png
new file mode 100644
index 0000000000000000000000000000000000000000..fb757622866045f9c0332c3ad935fdddb6fb6e2a
--- /dev/null
+++ b/Data/7/721.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05dcb784aff8eac5eb4742f6b1fdb51ebffeab51c7f50841d433236c129390c7
+size 77867
diff --git a/Data/7/722.png b/Data/7/722.png
new file mode 100644
index 0000000000000000000000000000000000000000..dbc14626b59d656c80fedf7426c9a33d821d614a
--- /dev/null
+++ b/Data/7/722.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eba092a101f4a40dc2612c9509bac4ed1f3a4c0a6cfb887c61a67d7e2765abe3
+size 156209
diff --git a/Data/7/723.png b/Data/7/723.png
new file mode 100644
index 0000000000000000000000000000000000000000..a20ab7fc9b4a15095ad7e681a83fb48ffc1e020f
--- /dev/null
+++ b/Data/7/723.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc7bdf728619173b3d50789a4b2ee5dd1e32a35893c9e1a72565a840a2c20f40
+size 105496
diff --git a/Data/7/724.png b/Data/7/724.png
new file mode 100644
index 0000000000000000000000000000000000000000..69115d413ee989974d95621e1081d97f56f4858a
--- /dev/null
+++ b/Data/7/724.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b66fb5ca5f9e5b00761c79fb8f23583bdba5641e1ad0d2263491d07006ae2211
+size 126822
diff --git a/Data/7/725.png b/Data/7/725.png
new file mode 100644
index 0000000000000000000000000000000000000000..3f85ca55eb5cf19006ea677b7bf6475a34460a34
--- /dev/null
+++ b/Data/7/725.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66a88b2cbca33f3e4fadd42ca72849b2649bb415a583aa84b7f18ca473543847
+size 106080
diff --git a/Data/7/726.png b/Data/7/726.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce39adb6cc68ae58b6a548384348cf571420f3b7
--- /dev/null
+++ b/Data/7/726.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:573a2401fd2be00e9c05bf80860677cd88a7618f5eb76e8c384000b42471dbac
+size 91745
diff --git a/Data/7/727.png b/Data/7/727.png
new file mode 100644
index 0000000000000000000000000000000000000000..851ad9f0b913c99d9ae3d460bcbee7448d269435
--- /dev/null
+++ b/Data/7/727.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a05d5d532f265393d2ee34229ce4e62457fd2cea08c3a34b59fc45331c2d452
+size 165988
diff --git a/Data/7/728.png b/Data/7/728.png
new file mode 100644
index 0000000000000000000000000000000000000000..ba2d29347b678fb60f6621982175b547f213f6cd
--- /dev/null
+++ b/Data/7/728.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb1b0d2895b631c0fc1a9e882a1309da824fb21094f6c7abf025827ec6e5e485
+size 145702
diff --git a/Data/7/729.png b/Data/7/729.png
new file mode 100644
index 0000000000000000000000000000000000000000..8c1a4d8c0d6826f42b178bb6e0a5834be20c4b9a
--- /dev/null
+++ b/Data/7/729.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab2f3ccb66967ad36cf8263b73e9a1ff576adc1a8217ef8af2b7bdc22124b80b
+size 115016
diff --git a/Data/7/730.png b/Data/7/730.png
new file mode 100644
index 0000000000000000000000000000000000000000..575270bca411ecc6e7778368c0b7033d288ee887
--- /dev/null
+++ b/Data/7/730.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ee0ade9086eafb9266267e9e085d06907949ec3d1018d0089364683307ec9e9
+size 109302
diff --git a/Data/7/731.png b/Data/7/731.png
new file mode 100644
index 0000000000000000000000000000000000000000..abdb75f2a3899185d3d8634bc648e12dd046790d
--- /dev/null
+++ b/Data/7/731.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a53cfcddf6cb088c2cb7336d40c12dc019567192c0af9d95ff2b40a6d764248c
+size 67191
diff --git a/Data/7/732.png b/Data/7/732.png
new file mode 100644
index 0000000000000000000000000000000000000000..8754f2814bd9cc417a2f7b6db8d1b3577478ef4d
--- /dev/null
+++ b/Data/7/732.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c665f53583d98b31ad392ac683bdf4e0d05b5091e792f650e5d1cfc99763466a
+size 128325
diff --git a/Data/7/733.png b/Data/7/733.png
new file mode 100644
index 0000000000000000000000000000000000000000..6e9e1fad35e8c70fb57deaed073d58e07bf708ca
--- /dev/null
+++ b/Data/7/733.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa751c5bc57f942dd2afe88da7be95ae455f14ce3707405edc21db2ecedde2d0
+size 68424
diff --git a/Data/7/734.png b/Data/7/734.png
new file mode 100644
index 0000000000000000000000000000000000000000..68813b8f7c1df41c4c4b897c8637d047676c1a38
--- /dev/null
+++ b/Data/7/734.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac76b03aef232ff38b78599e4ae614edaa13f8ec8ed2d389eb5ff46710470cb4
+size 90524
diff --git a/Data/7/735.png b/Data/7/735.png
new file mode 100644
index 0000000000000000000000000000000000000000..20e7b81497e3c9b1189280ba709f07542c7dc205
--- /dev/null
+++ b/Data/7/735.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:245fb5703276805b8e6c0caeea6e07f80a702e04316f40dd81979323686019b7
+size 73095
diff --git a/Data/7/736.png b/Data/7/736.png
new file mode 100644
index 0000000000000000000000000000000000000000..0ca2bc597cfbb8051e865a1941958874069150ad
--- /dev/null
+++ b/Data/7/736.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0b32e42e438742e7223549faa2351796df56165a89fc7532cae8b295c8fa7e5
+size 127233
diff --git a/Data/7/737.png b/Data/7/737.png
new file mode 100644
index 0000000000000000000000000000000000000000..ecabc79672193e8bab8f2468d719136e55e08747
--- /dev/null
+++ b/Data/7/737.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3ba20c7e4036123de8d16b4da0add49486fa1e2f1b0bac115d3c16db37d3013
+size 72322
diff --git a/Data/7/738.png b/Data/7/738.png
new file mode 100644
index 0000000000000000000000000000000000000000..e06d58933748a7eb9e048a69aa96a4776da412a0
--- /dev/null
+++ b/Data/7/738.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0570d97a96aecf3857dcd98515c36805f52b88aa035cbc40f855ca00f2b0bd98
+size 91125
diff --git a/Data/7/739.png b/Data/7/739.png
new file mode 100644
index 0000000000000000000000000000000000000000..ba69de18b54b63b293bf7d730ba397481742cd87
--- /dev/null
+++ b/Data/7/739.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdc86f350704569c313bfcb68ea44955ed577b2a385b3b6598df02ba35e98671
+size 88501
diff --git a/Data/7/740.png b/Data/7/740.png
new file mode 100644
index 0000000000000000000000000000000000000000..734cf6b3cf783fd33eac50fbee085dbc29631cd8
--- /dev/null
+++ b/Data/7/740.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45c8753571716280b46cbdb5e7f0ddec0273213b0bd352aad39df7976d4e18cf
+size 113644
diff --git a/Data/7/741.png b/Data/7/741.png
new file mode 100644
index 0000000000000000000000000000000000000000..b7554b157fa3715ca83a1c42c7670c722ec50a82
--- /dev/null
+++ b/Data/7/741.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f42a75d8416fa92b019224ec0bcac9cf65ae9275833fb9847f3477d82992a5e
+size 128551
diff --git a/Data/7/742.png b/Data/7/742.png
new file mode 100644
index 0000000000000000000000000000000000000000..26562506cde732cb0c2b3309a2df6a8e5b20ba89
--- /dev/null
+++ b/Data/7/742.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6eadc2f9cb0e86838a9f7794d042ec80b75f4d4e36f9e80a59d3d892fd84f941
+size 89591
diff --git a/Data/7/743.png b/Data/7/743.png
new file mode 100644
index 0000000000000000000000000000000000000000..b25c9b7957855e3dd7cec1daa7c55262cb3ba4f0
--- /dev/null
+++ b/Data/7/743.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62a7f95895c255e0162f8d2f754ac2074f74e51b72e6519abdc76a14e5a25338
+size 103505
diff --git a/Data/7/744.png b/Data/7/744.png
new file mode 100644
index 0000000000000000000000000000000000000000..908290711dbee9b8da9578a484d45b25fa054728
--- /dev/null
+++ b/Data/7/744.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f2cda0da5d12733aac604947b0967f81017fff75517bf32405769d57278444d
+size 103580
diff --git a/Data/7/745.png b/Data/7/745.png
new file mode 100644
index 0000000000000000000000000000000000000000..b5793ed6e31603f8480beb8cb863a26b9a482f92
--- /dev/null
+++ b/Data/7/745.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40be39bac3c73b95a78a29456cbab7b3762d19311cc71ccdd9f7a52b2bd4a3b3
+size 74970
diff --git a/Data/7/746.png b/Data/7/746.png
new file mode 100644
index 0000000000000000000000000000000000000000..d18785e8df3c493093dde7bb4bd71c8cd8275378
--- /dev/null
+++ b/Data/7/746.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ae7a0e087a9e0db46bfb5e092eb5a801841e7e91f59ef9615b5d732361253a0
+size 102310
diff --git a/Data/7/747.png b/Data/7/747.png
new file mode 100644
index 0000000000000000000000000000000000000000..010c134bdeee3dc23a2699c7c3a0dbc29d7b2d5a
--- /dev/null
+++ b/Data/7/747.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9e42137813ac654a3364c7b1a83a0deb892b666dca9f91ef8f205511da0c80a
+size 86690
diff --git a/Data/7/748.png b/Data/7/748.png
new file mode 100644
index 0000000000000000000000000000000000000000..8b9d814f3433967bca653627c8e3eb3cc71753f1
--- /dev/null
+++ b/Data/7/748.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:329000d26cf50cc37ddeff7cdd781a494bd8db571582ea83bbdf679538720036
+size 71837
diff --git a/Data/7/749.png b/Data/7/749.png
new file mode 100644
index 0000000000000000000000000000000000000000..49a919928fac59d00b37241a220df60460a9b3d2
--- /dev/null
+++ b/Data/7/749.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3acf8a3d0fc3c58101421194de567d6d9506efb366d2234a28cd3d9c84bbbef2
+size 130568
diff --git a/Data/7/750.png b/Data/7/750.png
new file mode 100644
index 0000000000000000000000000000000000000000..2030581bcd7bed41db91fa26962869f604211d12
--- /dev/null
+++ b/Data/7/750.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1770aec6134968dfdc2b6c40c386d07102e2f2abc9f8acd321c01cde27de0f9
+size 125589
diff --git a/Data/7/751.png b/Data/7/751.png
new file mode 100644
index 0000000000000000000000000000000000000000..94dd8e7fb15c774ca0bac8e79c43888fa018d1e4
--- /dev/null
+++ b/Data/7/751.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b00b9f6309109e9a832792429951a619d02fc64d62e0832e128603fc2fd3324
+size 106368
diff --git a/Data/7/752.png b/Data/7/752.png
new file mode 100644
index 0000000000000000000000000000000000000000..7d1bd42ba956e84e4e4221f42e7f92de519595ab
--- /dev/null
+++ b/Data/7/752.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb94f7f80f5ede379d940c17b9d9600d59d676a6707cc78b3e6821a11273c68e
+size 120022
diff --git a/Data/7/753.png b/Data/7/753.png
new file mode 100644
index 0000000000000000000000000000000000000000..a5e848a6493aebdaaf0de73a5e5520687febbd45
--- /dev/null
+++ b/Data/7/753.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4428d4869223c48e24e5eb03b9dedd21bbb8ad21eced0b5d529238805d5d9b7
+size 101089
diff --git a/Data/7/754.png b/Data/7/754.png
new file mode 100644
index 0000000000000000000000000000000000000000..930293eacce31b0bf0f18afb64e7f80d0830da74
--- /dev/null
+++ b/Data/7/754.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d4214bc44edcad0959e5e14b6a71e3d38631a38c851c65d6f985e1fac975df3
+size 142948
diff --git a/Data/7/755.png b/Data/7/755.png
new file mode 100644
index 0000000000000000000000000000000000000000..685cb9dfc5cc746396b8021b601dfc3d2a255f56
--- /dev/null
+++ b/Data/7/755.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1e15d4b5664ecc6f1a78db5e4359aa9cfdffd66f2c5f067827483a915c5111f
+size 109402
diff --git a/Data/7/756.png b/Data/7/756.png
new file mode 100644
index 0000000000000000000000000000000000000000..a7500c45b0534c2daa622d6b857cc6987cf99618
--- /dev/null
+++ b/Data/7/756.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f58ce455d1e4153289cf3e8575c638644f68c92c1b6687b7b649cd9b13fda5cb
+size 142670
diff --git a/Data/7/757.png b/Data/7/757.png
new file mode 100644
index 0000000000000000000000000000000000000000..e20cc65a4504cacbc0a861cbe65fc574da2be434
--- /dev/null
+++ b/Data/7/757.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c274cdae776f8d7b3490fa8ef9dd671b4456554436cd39b0c4fd387fbe36901e
+size 142545
diff --git a/Data/7/758.png b/Data/7/758.png
new file mode 100644
index 0000000000000000000000000000000000000000..2db413b79688618102368087d071c13cda6bd7ea
--- /dev/null
+++ b/Data/7/758.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42f98186b7246c9ea24c13fbc659198153bea57976a99e09ad44ceab06dca3b5
+size 114379
diff --git a/Data/7/759.png b/Data/7/759.png
new file mode 100644
index 0000000000000000000000000000000000000000..e3afa056bbbaa2f6d0caac733af0de4fb8dfcf2e
--- /dev/null
+++ b/Data/7/759.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e206638658a727ffde1dd51bb26ad789d84b913fd6ffdd597624a2bb09516d2
+size 114230
diff --git a/Data/7/760.png b/Data/7/760.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce6949f81190fd2500bb2768e2b67f3da9376a3b
--- /dev/null
+++ b/Data/7/760.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51617f497f577fefe3668363bfd03555d961c80ff00bf3d16b4ca149923c7c25
+size 108102
diff --git a/Data/7/761.png b/Data/7/761.png
new file mode 100644
index 0000000000000000000000000000000000000000..a0c6353b8437853b27a732e70319b9b6b4e1cc1e
--- /dev/null
+++ b/Data/7/761.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff263e2b363925723eba9f09f86a9cf3681d5b98ac3315f1a0510f294bc43f23
+size 99789
diff --git a/Data/7/762.png b/Data/7/762.png
new file mode 100644
index 0000000000000000000000000000000000000000..43c10060fa6c77a954d28ab3427c649ad73aa31a
--- /dev/null
+++ b/Data/7/762.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:765a81c3fa1c5c028dbd39f328ede90dcc69feba18c757b16d5b6a9e340bb67e
+size 77620
diff --git a/Data/7/763.png b/Data/7/763.png
new file mode 100644
index 0000000000000000000000000000000000000000..10c789e1aadb5fa3614725cdd91de9c942c9d2c4
--- /dev/null
+++ b/Data/7/763.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:330e1e9d0eef8272714037aa3d97b6845fdbd4a7e01937bba6584455265ed025
+size 119568
diff --git a/Data/7/764.png b/Data/7/764.png
new file mode 100644
index 0000000000000000000000000000000000000000..48200e399b2d85d6374ce248fae18d6fc73a7844
--- /dev/null
+++ b/Data/7/764.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b98483b7d8f3864c8957bd24168b9ce31bc8da783fd1259e3bd64ef4ef60033
+size 79665
diff --git a/Data/7/765.png b/Data/7/765.png
new file mode 100644
index 0000000000000000000000000000000000000000..8aeeef1fe525fede80093090372cb265cca4435a
--- /dev/null
+++ b/Data/7/765.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63d54c3ea5888a126c4ff968aeb0c4d86b3c392d1d561d333610d09960ffb06e
+size 134780
diff --git a/Data/7/766.png b/Data/7/766.png
new file mode 100644
index 0000000000000000000000000000000000000000..39dcdf0149ddb60788ee2b2fdb12d69cb3d759bd
--- /dev/null
+++ b/Data/7/766.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17dc25ec561b756037e9b376fb7d2eaed4fa618d56bde563dd223294cd7c900b
+size 86955
diff --git a/Data/7/767.png b/Data/7/767.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d954bb650d9796d5f0d0b3459d5f84380c09f24
--- /dev/null
+++ b/Data/7/767.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:052424b8691cbf41a0232e529a31fc23ecbb0e5415c284062f51af900ed1fa98
+size 94820
diff --git a/Data/7/768.png b/Data/7/768.png
new file mode 100644
index 0000000000000000000000000000000000000000..98a2ac8fb04f79abb6077e3abf204d73447407d5
--- /dev/null
+++ b/Data/7/768.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4971bd11b9384e50c067fc8150fee132a1d5854cf85fa486c76aa72b5134d92b
+size 117491
diff --git a/Data/7/769.png b/Data/7/769.png
new file mode 100644
index 0000000000000000000000000000000000000000..24c1aaf42fa6d44fc0ddf456a0746012cb128f30
--- /dev/null
+++ b/Data/7/769.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07ef202ad0e2900893fc7e89836a5618c7bbf10ac0c9d63aa7bc129788b3d37c
+size 136857
diff --git a/Data/7/770.png b/Data/7/770.png
new file mode 100644
index 0000000000000000000000000000000000000000..ad45d1f55295f60f972989727fa03371fc473b9a
--- /dev/null
+++ b/Data/7/770.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c512e0a0ee7e281a680ffd6e8687dd590441a64a7414081304a0cce6dd18eb47
+size 67169
diff --git a/Data/7/771.png b/Data/7/771.png
new file mode 100644
index 0000000000000000000000000000000000000000..241b70fa9ae70d107cf6a97756768355491aabcc
--- /dev/null
+++ b/Data/7/771.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37de97b1986a39e2dd6eab507fd9869b235f7179692e2253b19b57deba80ad12
+size 86978
diff --git a/Data/7/772.png b/Data/7/772.png
new file mode 100644
index 0000000000000000000000000000000000000000..2d7242a5cd578114a57e634e64e2c0d250a72b6b
--- /dev/null
+++ b/Data/7/772.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b5d649bf28cd5cabfb7553b06d1ac792ed595faa6f048d42871199478b27f8e
+size 72950
diff --git a/Data/7/773.png b/Data/7/773.png
new file mode 100644
index 0000000000000000000000000000000000000000..6106de0923b750e44ae4d654f54db33c958dce50
--- /dev/null
+++ b/Data/7/773.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0a8e5f680b060495188dc0b6c71ee6529b1bc6acc796a09586c221bb031b5c3
+size 117196
diff --git a/Data/7/774.png b/Data/7/774.png
new file mode 100644
index 0000000000000000000000000000000000000000..236f425c7840e4eeeda0f8da06e080fbe0472e6c
--- /dev/null
+++ b/Data/7/774.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5782bdae020ed11ae7b6f7dbfebba179af43e9c1abea61554d5ce3ce8d646d55
+size 95647
diff --git a/Data/7/775.png b/Data/7/775.png
new file mode 100644
index 0000000000000000000000000000000000000000..f506586a74e3061d27cf8d5d54bf73d17db9e791
--- /dev/null
+++ b/Data/7/775.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdf242a16fefdec138238bc7463684e2beb900ebb164273cf43ca863654de848
+size 69778
diff --git a/Data/7/776.png b/Data/7/776.png
new file mode 100644
index 0000000000000000000000000000000000000000..4baa3ca1afab1870976fdee99760dcabfeaf2f70
--- /dev/null
+++ b/Data/7/776.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14a566925dc38f819c7202e66dfc3200f6a03b97199316461e825246b33494b3
+size 131495
diff --git a/Data/7/777.png b/Data/7/777.png
new file mode 100644
index 0000000000000000000000000000000000000000..1093c0e4f9c2010e69c92e7b60a739695bbffec8
--- /dev/null
+++ b/Data/7/777.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac561ecb36aeac8339bc5b2ec230ac9b9206c3a228b04c74374ae14ca3d0aeb4
+size 112122
diff --git a/Data/7/778.png b/Data/7/778.png
new file mode 100644
index 0000000000000000000000000000000000000000..538aef4f8fd045e326f5b4c90a1788fb811a75f3
--- /dev/null
+++ b/Data/7/778.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24f8d7d8d8557e5c460c3d42a6ace4b9efa9c37f057d2fafb19eac80d50144a3
+size 90514
diff --git a/Data/7/779.png b/Data/7/779.png
new file mode 100644
index 0000000000000000000000000000000000000000..0dc49560fef749299301ab9a31781a9b3cf8ce9b
--- /dev/null
+++ b/Data/7/779.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd2951321847f96953975308c846361ce507e72bf7ea590ab14662f1751d26ee
+size 145518
diff --git a/Data/7/780.png b/Data/7/780.png
new file mode 100644
index 0000000000000000000000000000000000000000..39699863720b37fa735ec80b18a09534b680fe58
--- /dev/null
+++ b/Data/7/780.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05cfbd2b3f5124aeb28a481400ea626ab062abe0bfd29e2f7a1adf26cb79f428
+size 156649
diff --git a/Data/7/781.png b/Data/7/781.png
new file mode 100644
index 0000000000000000000000000000000000000000..33ba7039508a3db55d699a0f4cc9c7e7464bdd1c
--- /dev/null
+++ b/Data/7/781.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:115bdf6edc280cf46803949bc23c95e958c271ee77bcb30f7ad790b4d6e3e886
+size 129663
diff --git a/Data/7/782.png b/Data/7/782.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe2a12ef3c0ceaa699ce7db865a9b133bf53018b
--- /dev/null
+++ b/Data/7/782.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16a3d6f39fcb1dcff09e2668a78e4930f4372c23bce55aa8d24e43be50ac24af
+size 105655
diff --git a/Data/7/783.png b/Data/7/783.png
new file mode 100644
index 0000000000000000000000000000000000000000..ddf4e63667dc9d232586f7360b8cd79ed0980b71
--- /dev/null
+++ b/Data/7/783.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:093345917533a1d4b00a8fa7ec609040c3542e1bddc348964146dc6d34ec2a64
+size 77376
diff --git a/Data/7/784.png b/Data/7/784.png
new file mode 100644
index 0000000000000000000000000000000000000000..7dceff41a40bfa1d22199565186014f6c86f8c9a
--- /dev/null
+++ b/Data/7/784.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a0088449f69790d68a7c6dc39bdc2fa5703dedc9992b813fb0fe832b0829e6a
+size 75042
diff --git a/Data/7/785.png b/Data/7/785.png
new file mode 100644
index 0000000000000000000000000000000000000000..4360e19c79f4f9a0a753f10d36b567fa3c92098d
--- /dev/null
+++ b/Data/7/785.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94ebff7adea419333fd6f0ff543413d29f0c204e9f67b6be9cdd7fbf192d6fb4
+size 68589
diff --git a/Data/7/786.png b/Data/7/786.png
new file mode 100644
index 0000000000000000000000000000000000000000..602e1ca8dd51961f5ce28e31e5f4fba8683705e9
--- /dev/null
+++ b/Data/7/786.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ee977943021aff9ed7919f283e99c4cdb78e33a00f04ed6adfc2f808cf57350
+size 122267
diff --git a/Data/7/787.png b/Data/7/787.png
new file mode 100644
index 0000000000000000000000000000000000000000..9196eb7359762772f7b88e1106233049e937b130
--- /dev/null
+++ b/Data/7/787.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a51fdd72d838acb08421e8608ac159ba6832dc2c835615a1879084d73f13288f
+size 82699
diff --git a/Data/7/788.png b/Data/7/788.png
new file mode 100644
index 0000000000000000000000000000000000000000..fa1952e1bb699e761fab973e8123a3ba9221834a
--- /dev/null
+++ b/Data/7/788.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e1df28e589ea0374f4973f51e1ef808dd35458df08296dde5c01bba82662c5c
+size 147636
diff --git a/Data/7/789.png b/Data/7/789.png
new file mode 100644
index 0000000000000000000000000000000000000000..98d887e7eda1bc585a5f8479f7c360a2cecdd8ef
--- /dev/null
+++ b/Data/7/789.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c471103e3f4f4fc5f35a178d35df786d639acc427842ed73ba69f8c5eb99941
+size 182493
diff --git a/Data/7/790.png b/Data/7/790.png
new file mode 100644
index 0000000000000000000000000000000000000000..5646505b0801338aa795d7d9f77883a1fc4df84b
--- /dev/null
+++ b/Data/7/790.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98c1d80f6fa94148e6857dd41ce8ce1bd2f48679ef720c46c65070a585c8991a
+size 102013
diff --git a/Data/7/791.png b/Data/7/791.png
new file mode 100644
index 0000000000000000000000000000000000000000..850f02988316639b7704e9359ff1ad5511653b36
--- /dev/null
+++ b/Data/7/791.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52543b3e336f3fd7a40e5b0d911ba00bd03587d262fca7404e5a0ffe76976fe8
+size 79725
diff --git a/Data/7/792.png b/Data/7/792.png
new file mode 100644
index 0000000000000000000000000000000000000000..e7d864ee26a850fb6212f966d7ff171de4e407e2
--- /dev/null
+++ b/Data/7/792.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4ed93d5f23266ca978b7412ddbcd4ae23f900f38f1af90fbac1976826e7e7e1
+size 168545
diff --git a/Data/7/793.png b/Data/7/793.png
new file mode 100644
index 0000000000000000000000000000000000000000..d0038b2b2514eb7c5f76b5277f26316660d459c7
--- /dev/null
+++ b/Data/7/793.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85a41ca100803b6ddcd2d83fbe7b4a3862f34a8cb3f0f847c8ea79ebe6363e87
+size 145169
diff --git a/Data/7/794.png b/Data/7/794.png
new file mode 100644
index 0000000000000000000000000000000000000000..0069e4fe2124bc1a8f21af5edf826e8beddb1859
--- /dev/null
+++ b/Data/7/794.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6283a2bc6682d2fd046a5515b06dd6d3bccc14432366a9ee775aa76369f8be4
+size 112862
diff --git a/Data/7/795.png b/Data/7/795.png
new file mode 100644
index 0000000000000000000000000000000000000000..1482f170fa3a9b29a947d21c448d936c66a2e337
--- /dev/null
+++ b/Data/7/795.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28400ef53582c85ea051c95a0cc5c4b5c0663cb42899d83738cc1724d197acf7
+size 143287
diff --git a/Data/7/796.png b/Data/7/796.png
new file mode 100644
index 0000000000000000000000000000000000000000..3ebbe1d67f11c081c9d199c8543201ec121b657d
--- /dev/null
+++ b/Data/7/796.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e9e555007a14e0593ca86c50a7ad74521240180af948efd4d57cafaa87bf4b6
+size 132924
diff --git a/Data/7/797.png b/Data/7/797.png
new file mode 100644
index 0000000000000000000000000000000000000000..ba93e83dfd0b0d3cff0b86f43a226f37cc31a72e
--- /dev/null
+++ b/Data/7/797.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0ff951612d6d7144c9562596557f9df74d562373284d17131bcba5da53745af
+size 117511
diff --git a/Data/7/798.png b/Data/7/798.png
new file mode 100644
index 0000000000000000000000000000000000000000..a2e584b7c58379a87a203cfed804290348a30738
--- /dev/null
+++ b/Data/7/798.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27ffe6ec7ecef616608d2133fac7e48edddada33c87c36cc9f2c0bb15bfa57d0
+size 148305
diff --git a/Data/7/799.png b/Data/7/799.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d6fd5da1a35e57d32a60d627ec44f74d8f2f749
--- /dev/null
+++ b/Data/7/799.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:230896620636ae98f556a7c58e597b550d7c43cbd5456fe85c2151d858203597
+size 129688
diff --git a/Data/8/800.png b/Data/8/800.png
new file mode 100644
index 0000000000000000000000000000000000000000..feee0990b3568ec3247fd6b98c57a2413d30b16a
--- /dev/null
+++ b/Data/8/800.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29935030cf927eadb84102a49fe6f92d4773acff0285e80fa11561795bf609a9
+size 136018
diff --git a/Data/8/801.png b/Data/8/801.png
new file mode 100644
index 0000000000000000000000000000000000000000..7df8fa2c91a60ec59abb1359e4a14bc2ddee3af2
--- /dev/null
+++ b/Data/8/801.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5759417a53c5bf096be4536600c96bd0bf790088b1316834224385f8e54e920
+size 130357
diff --git a/Data/8/802.png b/Data/8/802.png
new file mode 100644
index 0000000000000000000000000000000000000000..e5602bd61fc6a4b985e44a63c33214f75396ced4
--- /dev/null
+++ b/Data/8/802.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f66e2a552345e6efce416ff3b8b40a9fdfe50e6e94f7420e7937bfe3f1d940c5
+size 136212
diff --git a/Data/8/803.png b/Data/8/803.png
new file mode 100644
index 0000000000000000000000000000000000000000..de13b7a383b0ebba7ea761ca6d1c2c33defa499e
--- /dev/null
+++ b/Data/8/803.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c52aa4cbc05aff9c40fbc309138ec4671f8f94f8317a301e15562d07f23956da
+size 130614
diff --git a/Data/8/804.png b/Data/8/804.png
new file mode 100644
index 0000000000000000000000000000000000000000..b7f868e229a80d1e2141d883154a654f27b2ac42
--- /dev/null
+++ b/Data/8/804.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:637a2ac67e0c90c6b72f2f2a14bde212581d8028bb26732fb38c9a6a51576dda
+size 132288
diff --git a/Data/8/805.png b/Data/8/805.png
new file mode 100644
index 0000000000000000000000000000000000000000..305bbe8805c4d8d393821d00b260676749256c08
--- /dev/null
+++ b/Data/8/805.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3c5174e45d5a28d947be43811c2ae6593b91fb03a0fba0ac3aa9db46f510ad8
+size 141970
diff --git a/Data/8/806.png b/Data/8/806.png
new file mode 100644
index 0000000000000000000000000000000000000000..ba3a588a7f4fd5040bbb0db6100348c1e6a6ada4
--- /dev/null
+++ b/Data/8/806.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1c2bfe905e3e9b2d06d6eef456712b959c512524f93f839bdeff4293e06aaae
+size 102933
diff --git a/Data/8/807.png b/Data/8/807.png
new file mode 100644
index 0000000000000000000000000000000000000000..b677f00faaf19bcc7e7778167e161136994962cc
--- /dev/null
+++ b/Data/8/807.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:856e33d770c3ec02be6ee27dc255fcd67f4ad1a9a8ac1a12d44c727bef0d0c1f
+size 52046
diff --git a/Data/8/808.png b/Data/8/808.png
new file mode 100644
index 0000000000000000000000000000000000000000..c02e90865315f7f31f76697c880cd5e2cfec7393
--- /dev/null
+++ b/Data/8/808.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2a46bb7f8288601a43ebd9209b1972ba7dbf99a18ace9e6b421c36baf489ad2
+size 78755
diff --git a/Data/8/809.png b/Data/8/809.png
new file mode 100644
index 0000000000000000000000000000000000000000..f120154dadd70c146a5bdb032449b4b62b4550cf
--- /dev/null
+++ b/Data/8/809.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87ca4983ddd1da6dfd43a061b3eca17203cf99c7e17288f2d43f06cb6fcca17f
+size 92881
diff --git a/Data/8/810.png b/Data/8/810.png
new file mode 100644
index 0000000000000000000000000000000000000000..02bfeb26c7e8e78a46fc2f973cdbd1346c613b4d
--- /dev/null
+++ b/Data/8/810.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6f4bb330df15a20408d2266306dd29b58bee99ca28623fcd7098bf7f236110e
+size 127145
diff --git a/Data/8/811.png b/Data/8/811.png
new file mode 100644
index 0000000000000000000000000000000000000000..78d3eeeb17636c4184a03d7e8a4259170d5a9c56
--- /dev/null
+++ b/Data/8/811.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb560e5706e15db46898f9cf0b1691331358e903c4d282042395f89c339418b5
+size 116275
diff --git a/Data/8/812.png b/Data/8/812.png
new file mode 100644
index 0000000000000000000000000000000000000000..6e079908649c146a904d2164347e636f41ada8be
--- /dev/null
+++ b/Data/8/812.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab1da9d28bfc5a425bda41d93db48febbdcb43dffaa43ef9a81592c5231d4061
+size 115167
diff --git a/Data/8/813.png b/Data/8/813.png
new file mode 100644
index 0000000000000000000000000000000000000000..b4906bb8eec792f2873d0a6ce426db77c09d162a
--- /dev/null
+++ b/Data/8/813.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15494ffda886420ef3aebea99d07c5322b836eeb8488d3e3875bfb795528d8a1
+size 120727
diff --git a/Data/8/814.png b/Data/8/814.png
new file mode 100644
index 0000000000000000000000000000000000000000..4f34b6a6c513986f41baaf2d9ee550d201a0bdd8
--- /dev/null
+++ b/Data/8/814.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74714f2bcd03720a491f59e256a46e07ecfa0abf6db4701fe279977f4aae6efd
+size 128155
diff --git a/Data/8/815.png b/Data/8/815.png
new file mode 100644
index 0000000000000000000000000000000000000000..f6691e1c0b67419db9fd01e0cbc46949ad1fa19c
--- /dev/null
+++ b/Data/8/815.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6da63e4d783bc66f667a8931a5523a5ace2eed6dd7d08f9ca367fa0cfa2c2fbd
+size 113565
diff --git a/Data/8/816.png b/Data/8/816.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b26ff7cbf8a010f675a6032de3778d290f9c75f
--- /dev/null
+++ b/Data/8/816.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94451090c899fd9c0d68665ac67b95d3166699fac5fb5fe318b2cf4269bd3ff6
+size 159981
diff --git a/Data/8/817.png b/Data/8/817.png
new file mode 100644
index 0000000000000000000000000000000000000000..5f4afbfbd52529fe742389857fb64fd5b3496ea6
--- /dev/null
+++ b/Data/8/817.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec64b2bcf35ddcecc15fde29e3ccdef5278dc36bc6bc9418a7c347496fcf7dba
+size 73964
diff --git a/Data/8/818.png b/Data/8/818.png
new file mode 100644
index 0000000000000000000000000000000000000000..12b0cb98a7e9a1b8e5dbcb38079af56c3da6f237
--- /dev/null
+++ b/Data/8/818.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f7019777c91293c54736b99f9abd513ec8d97c160eafb0315b1350a5b052cc1
+size 108310
diff --git a/Data/8/819.png b/Data/8/819.png
new file mode 100644
index 0000000000000000000000000000000000000000..dea7ae1692707d208e53e7b582276f7f34e24e84
--- /dev/null
+++ b/Data/8/819.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:210fa3efe8fc7678320d0b1a0ecf01720beec7993774cfb96d7696248391da12
+size 125554
diff --git a/Data/8/820.png b/Data/8/820.png
new file mode 100644
index 0000000000000000000000000000000000000000..2da499fbd6858d2b88733c2417db9900f121cce0
--- /dev/null
+++ b/Data/8/820.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48c8c5f7acee15f2a52dbdbfd1793d63e8c45cc4e89e18bb5de84a8c7a7125a7
+size 179151
diff --git a/Data/8/821.png b/Data/8/821.png
new file mode 100644
index 0000000000000000000000000000000000000000..49ca7c5cb0a8dbd970f555c255805bdcdf95a66a
--- /dev/null
+++ b/Data/8/821.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22d47d3f2fce7b4cb9ba3a865f8a36d6838629772444f120b90064e1fb0d7884
+size 138822
diff --git a/Data/8/822.png b/Data/8/822.png
new file mode 100644
index 0000000000000000000000000000000000000000..57354fdf48d3f110d0ab147ae5e35e258f11ed22
--- /dev/null
+++ b/Data/8/822.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:974bdf8183e52549310c510266adf9acb400e20a96e043c35604618ecb11e398
+size 99834
diff --git a/Data/8/823.png b/Data/8/823.png
new file mode 100644
index 0000000000000000000000000000000000000000..239c13ef3a5e80b685256a18969124da7d869d4f
--- /dev/null
+++ b/Data/8/823.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ad3d394ab6077ec36d32e5feb706d4a614053eb91ab418b5fa58964bc04a520
+size 112702
diff --git a/Data/8/824.png b/Data/8/824.png
new file mode 100644
index 0000000000000000000000000000000000000000..a94584557bb60619afb4307acd7059c7b1632fa5
--- /dev/null
+++ b/Data/8/824.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:482efd4959804828539d42ad142fdcd35080287cfaaabe645f8c942f99f6b611
+size 144787
diff --git a/Data/8/825.png b/Data/8/825.png
new file mode 100644
index 0000000000000000000000000000000000000000..f9dc8ac5331e0590d5f14243b6f4f2f0afb8fea8
--- /dev/null
+++ b/Data/8/825.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e21436b642bccff40f11947397e087ea1267afc2556704e47603ca18aaf5d75
+size 92967
diff --git a/Data/8/826.png b/Data/8/826.png
new file mode 100644
index 0000000000000000000000000000000000000000..d8b52e8e4f4ee5311ac4eb25693caf662b988fce
--- /dev/null
+++ b/Data/8/826.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e367430c88b4d8f5843f97f76077c75d732ced101d4eaa546cae4acf2899d955
+size 106357
diff --git a/Data/8/827.png b/Data/8/827.png
new file mode 100644
index 0000000000000000000000000000000000000000..2dccfd6a39400bc5d01017e3a10696e08deac902
--- /dev/null
+++ b/Data/8/827.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9275118ea6bfb253b841d016984ffce31b2e9e7733828f370e7ab27dd2e6c209
+size 114001
diff --git a/Data/8/828.png b/Data/8/828.png
new file mode 100644
index 0000000000000000000000000000000000000000..fb5a7af96f901135d0462d4fd5e6e21837b3ae79
--- /dev/null
+++ b/Data/8/828.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d25fc2d625718cce6c6996a480bbe432e3cdfd43f01d65999793cc52f6990988
+size 106013
diff --git a/Data/8/829.png b/Data/8/829.png
new file mode 100644
index 0000000000000000000000000000000000000000..a889d298c6512a28c61b79a43041cf8c0a5f4950
--- /dev/null
+++ b/Data/8/829.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7432e871332e15170146faedbac22e7b1763f0db7f400fbd016cc0d9fd52ccb8
+size 132376
diff --git a/Data/8/830.png b/Data/8/830.png
new file mode 100644
index 0000000000000000000000000000000000000000..dce828c9ec1e7ecf5725832e827ac326a02489e3
--- /dev/null
+++ b/Data/8/830.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d8ee05fbfbcd975e7ba4b0212b6e17f13eff4dbbb6152a35d6314d18d4522c6
+size 109877
diff --git a/Data/8/831.png b/Data/8/831.png
new file mode 100644
index 0000000000000000000000000000000000000000..f28d46d8bac9e18f26222997ca913be7c152fb32
--- /dev/null
+++ b/Data/8/831.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1fd41bd30ab1caa395e521339808e6e92c0af964a3eba7213026423979d0e4cf
+size 113820
diff --git a/Data/8/832.png b/Data/8/832.png
new file mode 100644
index 0000000000000000000000000000000000000000..50e7d1fd59d3e6d363577bf0d55537e39bf3c592
--- /dev/null
+++ b/Data/8/832.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:180c0d8379ce0b1ed670e90099588d613180cdd4104b55763ebb1dba785fbfca
+size 150801
diff --git a/Data/8/833.png b/Data/8/833.png
new file mode 100644
index 0000000000000000000000000000000000000000..ab6e13d4563a334d7b603c825912ab745063e3d3
--- /dev/null
+++ b/Data/8/833.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea2f46783f9fb090a3343ac833b80b83078528b6a69e419d0f66d4d7a8a31819
+size 124000
diff --git a/Data/8/834.png b/Data/8/834.png
new file mode 100644
index 0000000000000000000000000000000000000000..e1044c112b794cabfc8bea8cc043c636102e7dd8
--- /dev/null
+++ b/Data/8/834.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3df0f350218c4815dbc56fc3a98d52878cae848a86d237b0231b98bc6ca5dc7
+size 130312
diff --git a/Data/8/835.png b/Data/8/835.png
new file mode 100644
index 0000000000000000000000000000000000000000..3076c0a73741a830541f511e7c03932fe1f6049c
--- /dev/null
+++ b/Data/8/835.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7050203958ad588fe478920f025a353426df0df0d7197fdd90b715296b131902
+size 83438
diff --git a/Data/8/836.png b/Data/8/836.png
new file mode 100644
index 0000000000000000000000000000000000000000..b4a67e1c4b79e323ddea3511bf6266a651c82e90
--- /dev/null
+++ b/Data/8/836.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3dd689c00f380e987ac48d27bd040388d1b1242413519597b312b38f5cba071
+size 140181
diff --git a/Data/8/837.png b/Data/8/837.png
new file mode 100644
index 0000000000000000000000000000000000000000..639522948c6162819662c5cf46f3f9ad0a4ab053
--- /dev/null
+++ b/Data/8/837.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f75e12f1855f33c44d9424ead4af09f5c996098ba9f72d237ff8e7515c4d6411
+size 162666
diff --git a/Data/8/838.png b/Data/8/838.png
new file mode 100644
index 0000000000000000000000000000000000000000..05a2fe48401a0f023c2367eb9db8dc77c9997e2f
--- /dev/null
+++ b/Data/8/838.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c65da49b42bc1b1360b3000ba587db4498eff05a50f8a7670150f3b5fc55795
+size 111926
diff --git a/Data/8/839.png b/Data/8/839.png
new file mode 100644
index 0000000000000000000000000000000000000000..9936a406a5d7860cf491e7f062ae09c9d1296eef
--- /dev/null
+++ b/Data/8/839.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a173fe9b3674c90e73eee0581e9dcce4c672c5fd4e433099df4f2ea0243fca44
+size 108096
diff --git a/Data/8/840.png b/Data/8/840.png
new file mode 100644
index 0000000000000000000000000000000000000000..b9b61dbf127775a885fa48abf0df61b81b54bb9c
--- /dev/null
+++ b/Data/8/840.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a508b55e7bd0f1884aec633eb1ed1bda88e5fa3939f0e346f7e16cc16e426a88
+size 123838
diff --git a/Data/8/841.png b/Data/8/841.png
new file mode 100644
index 0000000000000000000000000000000000000000..aeaa7bf91bb0db38513beb8909a35b85bd041d5c
--- /dev/null
+++ b/Data/8/841.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fc7f838d2598f37c9e6cb0771dc920bb359633e7057b216cd098c6fc435e403
+size 110309
diff --git a/Data/8/842.png b/Data/8/842.png
new file mode 100644
index 0000000000000000000000000000000000000000..d59241e4f173bb4a5bd7da6eee189bd587c8db9e
--- /dev/null
+++ b/Data/8/842.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7f0f10fa389d08e20a73bc95241c8666577db70e270d6c5217d9859c9ac5e71
+size 58476
diff --git a/Data/8/843.png b/Data/8/843.png
new file mode 100644
index 0000000000000000000000000000000000000000..d1b7d6051ea94e6b41a0b1ca51d3a2c66728f30e
--- /dev/null
+++ b/Data/8/843.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:507225f716c1b8d2a5dc4b122771007cd1fd1c878ff678149dcff8ecdb3fb5cc
+size 133729
diff --git a/Data/8/844.png b/Data/8/844.png
new file mode 100644
index 0000000000000000000000000000000000000000..ec87154ca788db1d42cc70b29e03a7a741fa42d7
--- /dev/null
+++ b/Data/8/844.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f27c7086fd8c4b32923924188a67a30c2e6c41406225cc2c63e34e2894bc3207
+size 113933
diff --git a/Data/8/845.png b/Data/8/845.png
new file mode 100644
index 0000000000000000000000000000000000000000..c0843cc9c9537434282337b9b8e37380f36edb4f
--- /dev/null
+++ b/Data/8/845.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8bd26a9a4ab1b7b6e86664a234323336c6deea253808ad8a827f7814e79548c6
+size 124542
diff --git a/Data/8/846.png b/Data/8/846.png
new file mode 100644
index 0000000000000000000000000000000000000000..a081fc9b5f5cf37ec45d8e640f6d56349230faed
--- /dev/null
+++ b/Data/8/846.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b8145ce51daf9bcccdf5754d38671dc8aed238cc1bf4c436740a8029ab0a2ef
+size 101878
diff --git a/Data/8/847.png b/Data/8/847.png
new file mode 100644
index 0000000000000000000000000000000000000000..54fbb89359ad2d29f98fb0e99e1861a4879424d8
--- /dev/null
+++ b/Data/8/847.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fac8a594d4489d40a51000e41aef822fdd0d02bc8239c7a03cc5363e43e6672a
+size 97869
diff --git a/Data/8/848.png b/Data/8/848.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae150cf64e24fd5852a1a331381aa316b54abbc3
--- /dev/null
+++ b/Data/8/848.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2813e31c88858b0cb8a3380db1ed044a9519dfa01258b87e97e1db52c44be763
+size 115217
diff --git a/Data/8/849.png b/Data/8/849.png
new file mode 100644
index 0000000000000000000000000000000000000000..9b09a453e32be74836ef3092e26129fd47168819
--- /dev/null
+++ b/Data/8/849.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9c834c3ec611a181589d73ff200049caa7d0b77c975342b09df27a138599af4
+size 37879
diff --git a/Data/8/850.png b/Data/8/850.png
new file mode 100644
index 0000000000000000000000000000000000000000..a2c3e8accd6f516e513cb95d5836714a7e272cca
--- /dev/null
+++ b/Data/8/850.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:973eff2a37a3a0b939884c2a5e044fc9047f59e834c53a1092c55da35c695286
+size 52670
diff --git a/Data/8/851.png b/Data/8/851.png
new file mode 100644
index 0000000000000000000000000000000000000000..c8e591ffafbf289d71344abd854013dc40c0e8da
--- /dev/null
+++ b/Data/8/851.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f1dd260ceedc4ae3010aa8ff20c2dac761b82a6eba3ec8cf17c15b5b18f37ca
+size 95790
diff --git a/Data/8/852.png b/Data/8/852.png
new file mode 100644
index 0000000000000000000000000000000000000000..a41be6c54e3be2cfa59ccd5e1d73fcc2dc5c1351
--- /dev/null
+++ b/Data/8/852.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:33a576b1c21f80b5a4cc96a494207ddc45f99567da84293b48d0e25aaa04d9b8
+size 124006
diff --git a/Data/8/853.png b/Data/8/853.png
new file mode 100644
index 0000000000000000000000000000000000000000..2ba2d65831a71644cd881d7d16e653d867959c34
--- /dev/null
+++ b/Data/8/853.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f9b70d12f38091694e23a228762a3fc64e895140b40f22273e3d41fd12e9eb1
+size 118114
diff --git a/Data/8/854.png b/Data/8/854.png
new file mode 100644
index 0000000000000000000000000000000000000000..d9e9331855ceec9a7cfc0ad54bff4897f06f2c25
--- /dev/null
+++ b/Data/8/854.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d3e6fe92715d90034861f649f680fb3c32a0fb40d6a2651422b419abec0fde9
+size 53713
diff --git a/Data/8/855.png b/Data/8/855.png
new file mode 100644
index 0000000000000000000000000000000000000000..d99819e1ba60545b8772e81701f330601c64830f
--- /dev/null
+++ b/Data/8/855.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51fb2dfa541b5fc56092969a124a128dd7b9505776c4fcd31fe7153e31b7de52
+size 97778
diff --git a/Data/8/856.png b/Data/8/856.png
new file mode 100644
index 0000000000000000000000000000000000000000..01616468b9b04160184c37659234363c4e2ffb35
--- /dev/null
+++ b/Data/8/856.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31d6445e676c7971e14a2a1cbbaf202494d3915848201419ee03f730f8c6ec82
+size 101597
diff --git a/Data/8/857.png b/Data/8/857.png
new file mode 100644
index 0000000000000000000000000000000000000000..c8828a9a8c1b6a104e9d86a24ca183e70249d8ef
--- /dev/null
+++ b/Data/8/857.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d475aef1db52a6c915a8441cf616b5855fd605f2dfc2c930290552ea8a88b68
+size 164494
diff --git a/Data/8/858.png b/Data/8/858.png
new file mode 100644
index 0000000000000000000000000000000000000000..a3a16f5e9c767a91ab6e39010056206181475f89
--- /dev/null
+++ b/Data/8/858.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75060368bdf45f1fabc9cc9cfeca77716752946a5eed909274fd354d7591fe96
+size 126951
diff --git a/Data/8/859.png b/Data/8/859.png
new file mode 100644
index 0000000000000000000000000000000000000000..1c40755bb0da2f01efba6d3ac82579b71c6f1313
--- /dev/null
+++ b/Data/8/859.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1476893d6ffe4b2b3d97a1746ed911501eef3fb432f1101f93bbd4917d308d33
+size 139732
diff --git a/Data/8/860.png b/Data/8/860.png
new file mode 100644
index 0000000000000000000000000000000000000000..9146858d5a1b1b0fe6e42b7935b8c38ec7b75ace
--- /dev/null
+++ b/Data/8/860.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:491ab9efb3e3a00977a4e1d66da0d5a054fac581bc34a90f702ee860805b273f
+size 89036
diff --git a/Data/8/861.png b/Data/8/861.png
new file mode 100644
index 0000000000000000000000000000000000000000..3638a3483a69f5493cfe54cb487c11f5671cba29
--- /dev/null
+++ b/Data/8/861.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00e5b5d70a591176382fe92125e7516fa28b9146d2f548a318694a3bb237c0a7
+size 113810
diff --git a/Data/8/862.png b/Data/8/862.png
new file mode 100644
index 0000000000000000000000000000000000000000..60caaa1d70526224799f317b96a92178dc39d396
--- /dev/null
+++ b/Data/8/862.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06b2cc631c5002acde0bb0699fe99462bf0aa3efadd9142ff16e18710190f6c8
+size 115350
diff --git a/Data/8/863.png b/Data/8/863.png
new file mode 100644
index 0000000000000000000000000000000000000000..68d8d7e2d8f3b2626e686da900e812b9306d7854
--- /dev/null
+++ b/Data/8/863.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:900f08a60677b3dc0a70f1d06df158c5b0e45162baaf9ae393f8f6ac6fefa304
+size 113645
diff --git a/Data/8/864.png b/Data/8/864.png
new file mode 100644
index 0000000000000000000000000000000000000000..340334cd578e736d3011919648d994038730489b
--- /dev/null
+++ b/Data/8/864.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af35016e6264e99240c328a167c224cfbaa263ac0966df0bd967ecdd38443d72
+size 164334
diff --git a/Data/8/865.png b/Data/8/865.png
new file mode 100644
index 0000000000000000000000000000000000000000..c16852674789f939d68fc178907c9c644393806b
--- /dev/null
+++ b/Data/8/865.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61d6385cd0c7517699822847e3307c664e6f38de42ddead174996a16db7862b8
+size 146633
diff --git a/Data/8/866.png b/Data/8/866.png
new file mode 100644
index 0000000000000000000000000000000000000000..2bcb27ece4cd72fcd7cc84ff974c08980425231a
--- /dev/null
+++ b/Data/8/866.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76cc9b4433984d3512fc77fffebb7f501773e9a9f70395889a7337a76637fa93
+size 149866
diff --git a/Data/8/867.png b/Data/8/867.png
new file mode 100644
index 0000000000000000000000000000000000000000..5fc9ca7ef012b11224fc20dea557db43a521146f
--- /dev/null
+++ b/Data/8/867.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2e62821fb96ac16103edc446956c1d622d315b8f18ea6960a922316bf35a217
+size 84106
diff --git a/Data/8/868.png b/Data/8/868.png
new file mode 100644
index 0000000000000000000000000000000000000000..1233297a8ea12d81cd285ef5e10f95c5467b899a
--- /dev/null
+++ b/Data/8/868.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5390275501f3993c3e0e7f1213b92b14085187ab95a751cf85862ac0660f1ed1
+size 52626
diff --git a/Data/8/869.png b/Data/8/869.png
new file mode 100644
index 0000000000000000000000000000000000000000..7523f37a4aab3c406a6e0f4551302074a36544b0
--- /dev/null
+++ b/Data/8/869.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cbb32da51ef86a03d14e1f91808782899284b44a3968753b78be44ea42be92c0
+size 123655
diff --git a/Data/8/870.png b/Data/8/870.png
new file mode 100644
index 0000000000000000000000000000000000000000..82de90874125fdd2cfa7c9c168a5279a7bf29d60
--- /dev/null
+++ b/Data/8/870.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e78bc7aa1dc4c2ed7543dd8e19d39fa6e82e7bf65fd226f951bb3b599440862
+size 36163
diff --git a/Data/8/871.png b/Data/8/871.png
new file mode 100644
index 0000000000000000000000000000000000000000..5ec274299a6097d9f729e0ed5f0a0af9fdddfaf1
--- /dev/null
+++ b/Data/8/871.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66512c82aa91ad1189c16021d7f0f0805b823d06f3d039ea43a458d15006ef42
+size 116385
diff --git a/Data/8/872.png b/Data/8/872.png
new file mode 100644
index 0000000000000000000000000000000000000000..b63cbb67fe3450fec0fd45702b22e588de12637c
--- /dev/null
+++ b/Data/8/872.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d073724975857f4efb897b7c70c6e74a43cd0f1e926dd4722ba000eafd46a71e
+size 150495
diff --git a/Data/8/873.png b/Data/8/873.png
new file mode 100644
index 0000000000000000000000000000000000000000..8c113b0992ea9d0c9eff16ec6e01133da077675c
--- /dev/null
+++ b/Data/8/873.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29aa4ed950f5ce86978b9709174dd2f2111f8d558d4431d35555f0574be44512
+size 115915
diff --git a/Data/8/874.png b/Data/8/874.png
new file mode 100644
index 0000000000000000000000000000000000000000..e4d600a932bf71ed3c2a204d2c74becdd73906e3
--- /dev/null
+++ b/Data/8/874.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87d030d8980598ebb5672c81c36cefbab52a7a8865e5e370e7b0cf049faf50b9
+size 97655
diff --git a/Data/8/875.png b/Data/8/875.png
new file mode 100644
index 0000000000000000000000000000000000000000..7c125ef89ae53c8d5e965a72b9f0323fd5d3208d
--- /dev/null
+++ b/Data/8/875.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:917f6c139088892d75367cb6433555e9d3372a6409f39788121474a6471cca9c
+size 97167
diff --git a/Data/8/876.png b/Data/8/876.png
new file mode 100644
index 0000000000000000000000000000000000000000..875d0d7920e06d1c381191c4b1098b9324a20684
--- /dev/null
+++ b/Data/8/876.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d039d6ce78b726f73f22b844e2fcadd4b3b6b857f4ba29185a5673ff2b2f829c
+size 70001
diff --git a/Data/8/877.png b/Data/8/877.png
new file mode 100644
index 0000000000000000000000000000000000000000..4df6598a964bd380dd9477d5d5a8ad6690e323e1
--- /dev/null
+++ b/Data/8/877.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4daddb6025df91eda64941c4e749359bbd7eca7f7e26c72e612ee2700911382
+size 123980
diff --git a/Data/8/878.png b/Data/8/878.png
new file mode 100644
index 0000000000000000000000000000000000000000..5f3e60e65263ffd856eb370cecb4e844b0fbba22
--- /dev/null
+++ b/Data/8/878.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e24880a34739470ac8767f383cf02970de0d3e93bb6edf999fcac2e13ba021a5
+size 151479
diff --git a/Data/8/879.png b/Data/8/879.png
new file mode 100644
index 0000000000000000000000000000000000000000..04a84981b5ff7c03432d9aa731955ba5b74bcf38
--- /dev/null
+++ b/Data/8/879.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14ee7e2bf957df4e7b3e1fdf3b4ab6204d246889be6ebcc722727dd737851f5d
+size 97151
diff --git a/Data/8/880.png b/Data/8/880.png
new file mode 100644
index 0000000000000000000000000000000000000000..5909366a3596348e3e5d7509dbf91829af59006a
--- /dev/null
+++ b/Data/8/880.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44cf684f7b30ad3c27117199ec0d8d64ebb14d91eee1b021b3556cb86a48d27a
+size 125176
diff --git a/Data/8/881.png b/Data/8/881.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d9d117de39d1dbf64084a1ca8bc03d9ebc1ee09
--- /dev/null
+++ b/Data/8/881.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1db18b14b57ee98e858d24f96ea64329daec9c528ccb2bf4e93d7959e04722de
+size 125572
diff --git a/Data/8/882.png b/Data/8/882.png
new file mode 100644
index 0000000000000000000000000000000000000000..006a815d7cce58f37ef491c075f5c77a011c2bc2
--- /dev/null
+++ b/Data/8/882.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e4d5295e73c4a86e9a08110228046e190c6aa2d726c52529905b66c65c3c3b4
+size 166889
diff --git a/Data/8/883.png b/Data/8/883.png
new file mode 100644
index 0000000000000000000000000000000000000000..0ed1e634f1ba7a853b781cb5278cae848df5cd53
--- /dev/null
+++ b/Data/8/883.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fa578cefe671510977af8bc2bf0ae856ee93dd9dfd48ac8c4879abf45c933ea
+size 118719
diff --git a/Data/8/884.png b/Data/8/884.png
new file mode 100644
index 0000000000000000000000000000000000000000..ed70d4251eba53182c5cfac5bf1979b119091323
--- /dev/null
+++ b/Data/8/884.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39fc19b36fff23b13c1cd437c3d1d4042ab05c85a6a327c246b5a14678a6f4fc
+size 128209
diff --git a/Data/8/885.png b/Data/8/885.png
new file mode 100644
index 0000000000000000000000000000000000000000..34f1312f6e852b2f479bc17b4546ec87873f3e3b
--- /dev/null
+++ b/Data/8/885.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54c4d85e7ab2e025e31e26869c24c1a7e0ef98f26821020442d0cb706f2e6467
+size 91768
diff --git a/Data/8/886.png b/Data/8/886.png
new file mode 100644
index 0000000000000000000000000000000000000000..e08b2a5699b92f4ca13c7de69bd3038fe49f7c6a
--- /dev/null
+++ b/Data/8/886.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d977c1949703e52d490b4358148466b34e78420dac3381647414f0f63b0b4c90
+size 115163
diff --git a/Data/8/887.png b/Data/8/887.png
new file mode 100644
index 0000000000000000000000000000000000000000..4ee8601778f9351336769e6f0d27cd42425ee5f2
--- /dev/null
+++ b/Data/8/887.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c94511ad20f1e9596760905e8177769e45529d5d12942b3bd46baaf987da4be
+size 141705
diff --git a/Data/8/888.png b/Data/8/888.png
new file mode 100644
index 0000000000000000000000000000000000000000..bc8e2866e33d59e229f1040b4d7b16be40aa652e
--- /dev/null
+++ b/Data/8/888.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fc2f69b8853c938132b4c205f630e25b0d78443eb14f627cc61c46a9844337c
+size 124563
diff --git a/Data/8/889.png b/Data/8/889.png
new file mode 100644
index 0000000000000000000000000000000000000000..1b0d407a183528557bee99962c983030bbc7c0ac
--- /dev/null
+++ b/Data/8/889.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:249f061c69bdcfcccecdccaf860a88caacff3b60ccacb1f4accbb99b5c1b314d
+size 121342
diff --git a/Data/8/890.png b/Data/8/890.png
new file mode 100644
index 0000000000000000000000000000000000000000..0612636fbc462afd289f79c42b74aeffad5d1a0d
--- /dev/null
+++ b/Data/8/890.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5bc4eaee22bd91472216fc2eae62f3f9ff3415671eb030672fd8398960dfaf52
+size 114696
diff --git a/Data/8/891.png b/Data/8/891.png
new file mode 100644
index 0000000000000000000000000000000000000000..ee0b3599f6935241abb1375bf70ceefb1060c23b
--- /dev/null
+++ b/Data/8/891.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6567bf99a32f054f05abf22c349ce9aa2b88b2225133af9a08f615ca68fde12
+size 100049
diff --git a/Data/8/892.png b/Data/8/892.png
new file mode 100644
index 0000000000000000000000000000000000000000..0f4601e39f7dbae30a38622243f995fee2d277fb
--- /dev/null
+++ b/Data/8/892.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:890a23d6d98793bf904db9da05f59ccfea51d7546a277b9144d46c2913d5fc72
+size 118593
diff --git a/Data/8/893.png b/Data/8/893.png
new file mode 100644
index 0000000000000000000000000000000000000000..fdd0189ec2672bc6097c6eb337b548ed7dfd3338
--- /dev/null
+++ b/Data/8/893.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5999b258cf14cfeaf5cf83e9bb33abd83eeec7a910a4dea45549f2d4b1a37512
+size 123286
diff --git a/Data/8/894.png b/Data/8/894.png
new file mode 100644
index 0000000000000000000000000000000000000000..e963e473d66cf59cb0e5826d044a9a623cd8d5f0
--- /dev/null
+++ b/Data/8/894.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a723ca8fe5228843813799dadf81f0ca85db5b096010a5804299bcb5314c39e8
+size 119594
diff --git a/Data/8/895.png b/Data/8/895.png
new file mode 100644
index 0000000000000000000000000000000000000000..235c935124c6c50965317281ee7f671160c556b0
--- /dev/null
+++ b/Data/8/895.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b15f3938e7b10d477fdc0aedabb6be26f49f7d51b85746f42311b64378f7f3d
+size 83612
diff --git a/Data/8/896.png b/Data/8/896.png
new file mode 100644
index 0000000000000000000000000000000000000000..9fcd47d0a871cd6a62cfc366cfa17e810c6617d6
--- /dev/null
+++ b/Data/8/896.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64f5fd02e0c7caae85f38bac964afacd9a057ab5d1997266a95e1fe0a025ee29
+size 156827
diff --git a/Data/8/897.png b/Data/8/897.png
new file mode 100644
index 0000000000000000000000000000000000000000..79451020146cd7a138a359a445905fda3beec7b8
--- /dev/null
+++ b/Data/8/897.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06502ee8df845e18970233f619b23a3d3d9836e00da5a537cf3235fee2463a29
+size 150889
diff --git a/Data/8/898.png b/Data/8/898.png
new file mode 100644
index 0000000000000000000000000000000000000000..de29004a9d92dcb523307e672abfbf3b144d3a26
--- /dev/null
+++ b/Data/8/898.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06eb57cca610d97368991ed856138870e8193d7555b1c8b97c6298bd2eb14c9d
+size 135711
diff --git a/Data/8/899.png b/Data/8/899.png
new file mode 100644
index 0000000000000000000000000000000000000000..2fcb48a20a9841ebc2e444a2b0bab663909da1ba
--- /dev/null
+++ b/Data/8/899.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c8bdd0c70d01c51e896462a5ce122a4df386e4b35466f81afaceec7c51d8f53
+size 101624
diff --git a/Data/9/900.png b/Data/9/900.png
new file mode 100644
index 0000000000000000000000000000000000000000..8c11c7b9b3befde95ad643b1d887881442f30436
--- /dev/null
+++ b/Data/9/900.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6be680e0ac6826c6067e226722c04f84ecbc568c0f34cf5a6dc29d14ce879737
+size 87493
diff --git a/Data/9/901.png b/Data/9/901.png
new file mode 100644
index 0000000000000000000000000000000000000000..86d21d60ee42baacc3d34c86c66c9e2f6a8aeb08
--- /dev/null
+++ b/Data/9/901.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10ce6d9e7e338f2cb24c7c05e0f6dcdbb77f3fba4c20d84b2f8b9b7d6816697c
+size 109983
diff --git a/Data/9/902.png b/Data/9/902.png
new file mode 100644
index 0000000000000000000000000000000000000000..f7385e3268f6dde47fbe3ec03646c1a1a8219abd
--- /dev/null
+++ b/Data/9/902.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4fc7bc2d31111691f6d7b867160284c748042b09b9b27162c1897f6ba16f262d
+size 100445
diff --git a/Data/9/903.png b/Data/9/903.png
new file mode 100644
index 0000000000000000000000000000000000000000..39a25898c374d8056b3497f141c38ef02af27794
--- /dev/null
+++ b/Data/9/903.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b56f9f969f5d204e59282b5ee0fcb987c0f9f1f894c3a6fbbf0cda25b89412d7
+size 110560
diff --git a/Data/9/904.png b/Data/9/904.png
new file mode 100644
index 0000000000000000000000000000000000000000..ee827d7bc33291a0f2f71a3340e7ae507d6e9eb7
--- /dev/null
+++ b/Data/9/904.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6444e71d47112a7480c0b17edb1d8e4ef89fd1cab6560f8e5f85f74815e14073
+size 85895
diff --git a/Data/9/905.png b/Data/9/905.png
new file mode 100644
index 0000000000000000000000000000000000000000..188583f4dddbbf807df7221ef3e9c245dbd771cc
--- /dev/null
+++ b/Data/9/905.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c90c5b76d5746fb4de7942ac0fa0524fc1b09d0ea6fe38493f020f8cafccd643
+size 84874
diff --git a/Data/9/906.png b/Data/9/906.png
new file mode 100644
index 0000000000000000000000000000000000000000..639203986a15e4638799d34b747ddbd5c5a5e16b
--- /dev/null
+++ b/Data/9/906.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a51321aba38b200c76250e9e193084bf5a812a614ef15a18955b844f681788fa
+size 93369
diff --git a/Data/9/907.png b/Data/9/907.png
new file mode 100644
index 0000000000000000000000000000000000000000..92cd8b1774ccdb9aa9e6a4e371479fae54c0f03d
--- /dev/null
+++ b/Data/9/907.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae48d4a2fe68d4ad1fe8664585d0796ed4c85dbc510173bb8505300554ffa77f
+size 82853
diff --git a/Data/9/908.png b/Data/9/908.png
new file mode 100644
index 0000000000000000000000000000000000000000..82a35032ebcb1f3ced05e1113ac59ab2bee5d0b9
--- /dev/null
+++ b/Data/9/908.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b579da880f219e3bbd1243d3751cd13f9593aaaff29dff7b8b8c1f2d953fe078
+size 64081
diff --git a/Data/9/909.png b/Data/9/909.png
new file mode 100644
index 0000000000000000000000000000000000000000..2e8f6f6ecc6a668ec98b9b87a66506d3b209c0e6
--- /dev/null
+++ b/Data/9/909.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7fe1c6097d0cfd724ec831fa02e3e31c6dd9431bb09db4a1da42a35b99a5674
+size 75261
diff --git a/Data/9/910.png b/Data/9/910.png
new file mode 100644
index 0000000000000000000000000000000000000000..67b7121c5e39376cd886abd0734de537eae9abb4
--- /dev/null
+++ b/Data/9/910.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcb3c90464aa2e478c132e86bbe609622b5243cb5208a547c802c95c27575a99
+size 56058
diff --git a/Data/9/911.png b/Data/9/911.png
new file mode 100644
index 0000000000000000000000000000000000000000..167a3babdbf17612e6b4761bea7592de2bce9604
--- /dev/null
+++ b/Data/9/911.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f6feaeb6c8d238fd565a598edbbe0b13140429d3aa6f016802d3b077a1e5813
+size 75241
diff --git a/Data/9/912.png b/Data/9/912.png
new file mode 100644
index 0000000000000000000000000000000000000000..24d6fc4df71c60f831fa61b292087ec66e1fe154
--- /dev/null
+++ b/Data/9/912.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58e010ef3458be0e50e7552ce009daf5254b6a08572b80521c1fa03532f731c4
+size 63961
diff --git a/Data/9/913.png b/Data/9/913.png
new file mode 100644
index 0000000000000000000000000000000000000000..9c4cef0bcd241498107122202131a5c3bfb1cfee
--- /dev/null
+++ b/Data/9/913.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da51071288bdc5cb101351da5a2fa6a5697a6a80c3bfab03d621042b9e3e28c4
+size 117416
diff --git a/Data/9/914.png b/Data/9/914.png
new file mode 100644
index 0000000000000000000000000000000000000000..70d114b97f2375fbad5c5962ab333dc669c92c05
--- /dev/null
+++ b/Data/9/914.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1928ca97c8fb40b889f0f1345e905bad08fe955279a5b8eb2c15c76c0f18d3a9
+size 129469
diff --git a/Data/9/915.png b/Data/9/915.png
new file mode 100644
index 0000000000000000000000000000000000000000..4f6e5a8886220602acfba575a90b7b1ab1ac96f2
--- /dev/null
+++ b/Data/9/915.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98a1c16c68524387b24ff27f6385d485a0729a5bf51fd9dea57003fb64145bbb
+size 87746
diff --git a/Data/9/916.png b/Data/9/916.png
new file mode 100644
index 0000000000000000000000000000000000000000..809b1a897f7d6a011242860b0fa67f61642eca6b
--- /dev/null
+++ b/Data/9/916.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee3a24e1246ec33610de62343ca51a0f4f5c98dcae76e9b19a0a01d8849f572d
+size 95335
diff --git a/Data/9/917.png b/Data/9/917.png
new file mode 100644
index 0000000000000000000000000000000000000000..ea11346b1f917a20df60605d42e6f5b5bec2c82c
--- /dev/null
+++ b/Data/9/917.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7dae561444d2c762a6fa9f07ac33792998d393363ffc75c9f6083bf57c4918c9
+size 106718
diff --git a/Data/9/918.png b/Data/9/918.png
new file mode 100644
index 0000000000000000000000000000000000000000..3a7795071207b04a42bc90baa2715ff3a67e1bdb
--- /dev/null
+++ b/Data/9/918.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9e9927787805b1dbce8d6d4a7e702f38ca7dd6e38861e3dd2908aea3984c3af
+size 139441
diff --git a/Data/9/919.png b/Data/9/919.png
new file mode 100644
index 0000000000000000000000000000000000000000..c20f47d233f6ff3e466eb6bbd9a3ca57ddd36ce6
--- /dev/null
+++ b/Data/9/919.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aecebdfea8a866b005a6660bc6934c8ca6c3c9f2d7966b60d97c142138a04b2c
+size 75348
diff --git a/Data/9/920.png b/Data/9/920.png
new file mode 100644
index 0000000000000000000000000000000000000000..8c0bb8c7618b662981f98b933569afae11f85057
--- /dev/null
+++ b/Data/9/920.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87dbd3908818ab4da351455677f1ff85e1dad8bbbc74f30af1d235478db3534b
+size 71554
diff --git a/Data/9/921.png b/Data/9/921.png
new file mode 100644
index 0000000000000000000000000000000000000000..6535d3c551e078751b0259669341a8d1e2737088
--- /dev/null
+++ b/Data/9/921.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2b9e0db4799a3fd202cd3ed1e7e48f9f861e19d46da718ee9a8e87d2fba83d9
+size 95376
diff --git a/Data/9/922.png b/Data/9/922.png
new file mode 100644
index 0000000000000000000000000000000000000000..f4785b34f5537297fdcb1330702cb2fa152b60fb
--- /dev/null
+++ b/Data/9/922.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b96a3ec89f0dbdb5d8be8c64ad4c5576bfd0555c0db5d153780a2e97ca5c06d3
+size 51210
diff --git a/Data/9/923.png b/Data/9/923.png
new file mode 100644
index 0000000000000000000000000000000000000000..5b31a2d3601136c4052386ee76c77da29c475027
--- /dev/null
+++ b/Data/9/923.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94eabe02b072f6f9e3b1414e64c3847f2fd5179be4dabf066aea9af625c6302f
+size 30902
diff --git a/Data/9/924.png b/Data/9/924.png
new file mode 100644
index 0000000000000000000000000000000000000000..0adabfb7439e35065716f9184126fd60210cd224
--- /dev/null
+++ b/Data/9/924.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7f8d8183c6e0b5b5beb6f1aa11964cca281f4e92f8bbf76b53aed2bf76faa7d
+size 81514
diff --git a/Data/9/925.png b/Data/9/925.png
new file mode 100644
index 0000000000000000000000000000000000000000..1962ea59853223e597ed4515cb2b7bf24a878c94
--- /dev/null
+++ b/Data/9/925.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:008deba7c667e773ad17fa163813e62f067ebdf89360f89eac8980a6aa7f5bef
+size 68177
diff --git a/Data/9/926.png b/Data/9/926.png
new file mode 100644
index 0000000000000000000000000000000000000000..feea02b0af3aa9292c2e58c3983aef12db1bf809
--- /dev/null
+++ b/Data/9/926.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7467cb0058cde6c1dc6b4248e5ac1cb81a3aa76ec3b6807d57d25a5b6c72460f
+size 149212
diff --git a/Data/9/927.png b/Data/9/927.png
new file mode 100644
index 0000000000000000000000000000000000000000..fbd6400226fe48abda383b6112549991585eaa7b
--- /dev/null
+++ b/Data/9/927.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0e830170667f15f3c9d6f4bdbae025f6b6964fa5c6823eb916e2a7ca8a7c6ad
+size 109475
diff --git a/Data/9/928.png b/Data/9/928.png
new file mode 100644
index 0000000000000000000000000000000000000000..d0de641597b07f3dc90a61ba25e03ee6cdd5850c
--- /dev/null
+++ b/Data/9/928.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08c469be8d9d3b98845602bb9f0d1278fa8f053a042f94ec5ac4d114891f8b50
+size 92331
diff --git a/Data/9/929.png b/Data/9/929.png
new file mode 100644
index 0000000000000000000000000000000000000000..f1a2a948e3cb68e01cac690fe737caee2f291254
--- /dev/null
+++ b/Data/9/929.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7c22775394f60ea56648ad22f943ebe6a51acce38c609de54eb043e2b22ab7b
+size 132730
diff --git a/Data/9/930.png b/Data/9/930.png
new file mode 100644
index 0000000000000000000000000000000000000000..f2aa4c4d3f66592433d78949a82bcb68594bb426
--- /dev/null
+++ b/Data/9/930.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f57db8decc7c951c9d6bed34439a1ef7c65404d54b9400ae53197043bf33258
+size 82469
diff --git a/Data/9/931.png b/Data/9/931.png
new file mode 100644
index 0000000000000000000000000000000000000000..e2a6889cbf157974d3be047924a71e22ce050118
--- /dev/null
+++ b/Data/9/931.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20c4007313f28de47bfcde9acb1e656d4b8187cf21ba8adc0519b95a9c27e0d1
+size 134749
diff --git a/Data/9/932.png b/Data/9/932.png
new file mode 100644
index 0000000000000000000000000000000000000000..f851f6268cdf575698b785ccb83d8d20fb3c96c1
--- /dev/null
+++ b/Data/9/932.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:322cbc8ba3021b6b76b9afc209f4c06d08ce5fb2f39f2d06ddb6d88e91ccac51
+size 123830
diff --git a/Data/9/933.png b/Data/9/933.png
new file mode 100644
index 0000000000000000000000000000000000000000..65a2a419d69bc72739a2b12c7662b753ec68643a
--- /dev/null
+++ b/Data/9/933.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a63cb63f54bd1fe1fe740b11d0c6f181024c4bb52c2ca63a75448bfe7fbacef
+size 109206
diff --git a/Data/9/934.png b/Data/9/934.png
new file mode 100644
index 0000000000000000000000000000000000000000..bf63910ca9215419001e98663d4925f5322fe924
--- /dev/null
+++ b/Data/9/934.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cebe28bc8e14fa2ce24671467baaefad534181ec304a687ea6ca5ea46d68000
+size 100753
diff --git a/Data/9/935.png b/Data/9/935.png
new file mode 100644
index 0000000000000000000000000000000000000000..c113a8c766ad6556e8f8f09c4377579df302fcb0
--- /dev/null
+++ b/Data/9/935.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2133ee8f0237aeffe973c9608830484a0111a32f9c386f941fccff135032660
+size 80265
diff --git a/Data/9/936.png b/Data/9/936.png
new file mode 100644
index 0000000000000000000000000000000000000000..6505c008fd4ad74d47873e3e58109cad2e38663f
--- /dev/null
+++ b/Data/9/936.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3abddeb8297bd56b8b2980c4ceeb4f02324a04480d560266f76e2923e04b701
+size 103412
diff --git a/Data/9/937.png b/Data/9/937.png
new file mode 100644
index 0000000000000000000000000000000000000000..84be4635cb2e8b404c94709db52b7dc7db9db843
--- /dev/null
+++ b/Data/9/937.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5921a971ba1ac4ba818b2a321489c43ce4a5e19fb35f0f0c726510f1b44359c
+size 115585
diff --git a/Data/9/938.png b/Data/9/938.png
new file mode 100644
index 0000000000000000000000000000000000000000..5fe90d6c47c8c20faf552fa6d7eba5e6b38a3d79
--- /dev/null
+++ b/Data/9/938.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6814f23ffa0765fc8b0bc46d5b317318ea9bc576c00edf916852231f1e2296c1
+size 103317
diff --git a/Data/9/939.png b/Data/9/939.png
new file mode 100644
index 0000000000000000000000000000000000000000..85e64c1f3880e6de8ff8f9f9d16d6c2be4a79d1a
--- /dev/null
+++ b/Data/9/939.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3bf200fc7c1bc6f475051666c2a1adb74cab288ca770e546a56be2660038e125
+size 99942
diff --git a/Data/9/940.png b/Data/9/940.png
new file mode 100644
index 0000000000000000000000000000000000000000..f27e50628e9aeb9b435ef85b469854cb0189a501
--- /dev/null
+++ b/Data/9/940.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb999280fbb8648eb678574f75bc0a1946a517a09eb7accd8c8e305091411501
+size 113257
diff --git a/Data/9/941.png b/Data/9/941.png
new file mode 100644
index 0000000000000000000000000000000000000000..84a8c5e8f06c5e972e5ccefb687fd2037f4bb51c
--- /dev/null
+++ b/Data/9/941.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1aa85886f45a9294101d23433223dab7687b0eb7927de2fed4fc2c8c18128b81
+size 85763
diff --git a/Data/9/942.png b/Data/9/942.png
new file mode 100644
index 0000000000000000000000000000000000000000..94f2e941d99b3c23aa8fb51279ec4362a28ce0b9
--- /dev/null
+++ b/Data/9/942.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06e5c25e971f66b6ea94c31d5fc3c389e93806731cc2e97987cb5f50f62a0962
+size 121069
diff --git a/Data/9/943.png b/Data/9/943.png
new file mode 100644
index 0000000000000000000000000000000000000000..c1e6a14cd18aee2a1923c19be090e48498162598
--- /dev/null
+++ b/Data/9/943.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20042b3fb5526421c257413de9804e29a21860416c0a074455ec8eba1e279553
+size 103998
diff --git a/Data/9/944.png b/Data/9/944.png
new file mode 100644
index 0000000000000000000000000000000000000000..688c964e03cc1b6e945573b75b82c4c3dab53987
--- /dev/null
+++ b/Data/9/944.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50efdb71220d779f641eef7a66aa313d4dbba5a211daf4672855fed61e4ae0f9
+size 91729
diff --git a/Data/9/945.png b/Data/9/945.png
new file mode 100644
index 0000000000000000000000000000000000000000..a38110f3c2da0feed5a09026dfd68aa0174d699c
--- /dev/null
+++ b/Data/9/945.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c2d2d3e6fee7d669b57f0c77aa184337d112b5b58863e7017e5529b1d53537f
+size 80568
diff --git a/Data/9/946.png b/Data/9/946.png
new file mode 100644
index 0000000000000000000000000000000000000000..a6035ca7f9774df438006dc5eb9841414b8133b3
--- /dev/null
+++ b/Data/9/946.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8429b8d814534b9a7dc9d406603d0c30b26414d0c16d39f13373a1664dac83e
+size 124560
diff --git a/Data/9/947.png b/Data/9/947.png
new file mode 100644
index 0000000000000000000000000000000000000000..8ecae5a096ede9f8da2fac0fad164b4da7930989
--- /dev/null
+++ b/Data/9/947.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8016e5a982d848821bd3df1d1588723e6e9cb52e570a4adbf4b42578b0a673b7
+size 95797
diff --git a/Data/9/948.png b/Data/9/948.png
new file mode 100644
index 0000000000000000000000000000000000000000..14d6ca7a8fa04120ee64167b5a6d00b7ebc9fa82
--- /dev/null
+++ b/Data/9/948.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:751a2130915f3338b3b029dbddc338ee1d75321617a1f9aef48e7948d1337b22
+size 131695
diff --git a/Data/9/949.png b/Data/9/949.png
new file mode 100644
index 0000000000000000000000000000000000000000..f8b12157836742b713f16a4a945cba61ba3ce2a2
--- /dev/null
+++ b/Data/9/949.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e22566b9c7721412667f01f7f7e92c39a57304e249e9da128c1c7c0e03ef1af
+size 86963
diff --git a/Data/9/950.png b/Data/9/950.png
new file mode 100644
index 0000000000000000000000000000000000000000..f54475279c55321ba97c8b934311085db1a15b57
--- /dev/null
+++ b/Data/9/950.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a6f6613c511f744dd1c749fec227e35540525cea87d6236111171014c0e27a1
+size 73513
diff --git a/Data/9/951.png b/Data/9/951.png
new file mode 100644
index 0000000000000000000000000000000000000000..07abfd2396582875cea12fcb53608b7007720f3b
--- /dev/null
+++ b/Data/9/951.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b015682ab73225e12e7957645151bf90b9ce1efa8d65459478a27ea58ddbddc
+size 72971
diff --git a/Data/9/952.png b/Data/9/952.png
new file mode 100644
index 0000000000000000000000000000000000000000..095ddcf770917d4dd0fb2054309a933276604439
--- /dev/null
+++ b/Data/9/952.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad2dbce053e85b170258daf835d00dfe3045b1961ef159642dd578a6e2b584dc
+size 106846
diff --git a/Data/9/953.png b/Data/9/953.png
new file mode 100644
index 0000000000000000000000000000000000000000..f1d0e2d11cbeb6bce2e79ba0e197139ad8ba41bb
--- /dev/null
+++ b/Data/9/953.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f6cb59560ca70427a68e1ef884336bd873dfee389be6642e87f8fcf72ec4eb7
+size 91915
diff --git a/Data/9/954.png b/Data/9/954.png
new file mode 100644
index 0000000000000000000000000000000000000000..bab8b8bdabaff1c4890c8efcf70890606e5faf96
--- /dev/null
+++ b/Data/9/954.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b797a9e633fa6b6068d7a582c6db3e2f2a69a49f4c62ab3c5ffaddd22b3d1144
+size 88276
diff --git a/Data/9/955.png b/Data/9/955.png
new file mode 100644
index 0000000000000000000000000000000000000000..a16c1c2fd3cef3e7faf980af8e4708c956a38abb
--- /dev/null
+++ b/Data/9/955.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eebc110b4e0552cf05367cde9f2a99593724ca9f53cb44bad1cd6de6f8b9715e
+size 127986
diff --git a/Data/9/956.png b/Data/9/956.png
new file mode 100644
index 0000000000000000000000000000000000000000..4dc8b943a57bc8b4d7fbc18599d2425b8e8c9b9a
--- /dev/null
+++ b/Data/9/956.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c5d6f37ae2002ed1d2620ca1b0e833f5af2589dc03db4c066d5c227484c7928
+size 83144
diff --git a/Data/9/957.png b/Data/9/957.png
new file mode 100644
index 0000000000000000000000000000000000000000..cfe4b90c355a73fbba7e810f61655d3453d830a8
--- /dev/null
+++ b/Data/9/957.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4057306b7df5d5ff9c53a3a522385a0e8f27b08d0ee683b0c13fd905a37a5430
+size 99521
diff --git a/Data/9/958.png b/Data/9/958.png
new file mode 100644
index 0000000000000000000000000000000000000000..6952e92c864346e1387f854c4630cf6fff6fe7d2
--- /dev/null
+++ b/Data/9/958.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22bd9dda5592cfe5c1903a52c03b82ca3555075c9cbe5281027c4820dc3766fb
+size 111431
diff --git a/Data/9/959.png b/Data/9/959.png
new file mode 100644
index 0000000000000000000000000000000000000000..075e55c6db1f99ac9ddc14f558c146745ffad6be
--- /dev/null
+++ b/Data/9/959.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:419c23e3b0585399268ed3799afd7dba3b476577a2565f2ffd1de90369b3a0ab
+size 99882
diff --git a/Data/9/960.png b/Data/9/960.png
new file mode 100644
index 0000000000000000000000000000000000000000..4630b8df5fabc7d60cbeb44cdd5dff08d5e53806
--- /dev/null
+++ b/Data/9/960.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d50b09750dc36003d15935ac7dce66e2992ea68d882636efd689ba7546ba4db
+size 141000
diff --git a/Data/9/961.png b/Data/9/961.png
new file mode 100644
index 0000000000000000000000000000000000000000..5e767a1205c960f9d04c1d562a58733e960ca9d9
--- /dev/null
+++ b/Data/9/961.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22669bb149f76e979b77dde465c6d1db275ee6b899a8fce469f823851cba9fe0
+size 107643
diff --git a/Data/9/962.png b/Data/9/962.png
new file mode 100644
index 0000000000000000000000000000000000000000..7aa97403ae2d74adca365cb802453f9b6533e195
--- /dev/null
+++ b/Data/9/962.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71199770f72d825491f661eb154bda28ae8718acf337ec19fd60d3ffbab08fdc
+size 68646
diff --git a/Data/9/963.png b/Data/9/963.png
new file mode 100644
index 0000000000000000000000000000000000000000..4e476daf2b4d386bd0c9a7e2ab7228ba7a69ca77
--- /dev/null
+++ b/Data/9/963.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d68363db351b0f3e61adf655f107b697785ede9e8983f0669a030affb4ee715
+size 87459
diff --git a/Data/9/964.png b/Data/9/964.png
new file mode 100644
index 0000000000000000000000000000000000000000..f1557b06758c41999ad2da411851664d2790031a
--- /dev/null
+++ b/Data/9/964.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce836f424c31513bbe58092cd6ca5f2184fda065784ce084f83ae953141d9efe
+size 88469
diff --git a/Data/9/965.png b/Data/9/965.png
new file mode 100644
index 0000000000000000000000000000000000000000..99091365892892b905281e983b3b553ce3339d6d
--- /dev/null
+++ b/Data/9/965.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b02a603caa4d27db4f1488d72fe2debcdf06f551fbdb5e811f5dfb09593212d7
+size 78423
diff --git a/Data/9/966.png b/Data/9/966.png
new file mode 100644
index 0000000000000000000000000000000000000000..7e621f7bec4ef2137a35b3867ff5959e48881847
--- /dev/null
+++ b/Data/9/966.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0886a80aa43356c2751b705b3bed879494e66227009e497941b23d9aa6e525e
+size 110676
diff --git a/Data/9/967.png b/Data/9/967.png
new file mode 100644
index 0000000000000000000000000000000000000000..04e3e972798e8b2c87dc46a7fddfc9cceae055a3
--- /dev/null
+++ b/Data/9/967.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57ec5487896791b4ae3b5238e8d489f01641aeab424c57d90b1dbd8818f4f245
+size 140703
diff --git a/Data/9/968.png b/Data/9/968.png
new file mode 100644
index 0000000000000000000000000000000000000000..facd3c6ca0ae782f1d53ad06dfbcab2f40fa562a
--- /dev/null
+++ b/Data/9/968.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3603fff044f8c0076a6f6fc86606ca6ee719e332b9797257fe73a32ca083b455
+size 113308
diff --git a/Data/9/969.png b/Data/9/969.png
new file mode 100644
index 0000000000000000000000000000000000000000..8f62e0a601ee97b8c0e85b1e46affddbc25974de
--- /dev/null
+++ b/Data/9/969.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:892bd2e3beb966bcb02b50d404489d8fc6367eb3e5e78d1e05e873bbd0c289a6
+size 62769
diff --git a/Data/9/970.png b/Data/9/970.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f5d33de502996ac50c074fd2a782919180a04cc
--- /dev/null
+++ b/Data/9/970.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48c1a5dafba75d2b379a7eb315fd5e17a3f9b52c74c24f29652f6857043c0a98
+size 97390
diff --git a/Data/9/971.png b/Data/9/971.png
new file mode 100644
index 0000000000000000000000000000000000000000..78b31aef523a9948a5f9786b613606fe1d0f4a77
--- /dev/null
+++ b/Data/9/971.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:275473f4df316df0274272be5061478ca887d1786345ecb2048879f4aadfbae1
+size 75347
diff --git a/Data/9/972.png b/Data/9/972.png
new file mode 100644
index 0000000000000000000000000000000000000000..0b5bbfd346fc91f75ffa246d911142d989e5e9d4
--- /dev/null
+++ b/Data/9/972.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:240be30a32b3f1f138d56f31e33de1e03544600f901bedda5b82750a3050bbc3
+size 50301
diff --git a/Data/9/973.png b/Data/9/973.png
new file mode 100644
index 0000000000000000000000000000000000000000..67f99e2f718a503ec7ba3d2391ff2df30667166f
--- /dev/null
+++ b/Data/9/973.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa3650121f52f0ed6cee46e84ea8ea06af7931b61818b3f3153b4e274b409bff
+size 88725
diff --git a/Data/9/974.png b/Data/9/974.png
new file mode 100644
index 0000000000000000000000000000000000000000..5d3b7b64b5ec5cd9718bde8d5f441266d106a853
--- /dev/null
+++ b/Data/9/974.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e19f246aa23c554b7c8b0de5cb26fe35bb17493cb268eb1016582f38020ca198
+size 87606
diff --git a/Data/9/975.png b/Data/9/975.png
new file mode 100644
index 0000000000000000000000000000000000000000..c3cbc278e3468e7ecd00bfe8d01d474bead3aafe
--- /dev/null
+++ b/Data/9/975.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:291c02a8786aa34235575c487d5aea566a40050a123429357ac8e598fc9a4122
+size 79211
diff --git a/Data/9/976.png b/Data/9/976.png
new file mode 100644
index 0000000000000000000000000000000000000000..064277ff3d2bb9c4887c65092db4ba11567d0943
--- /dev/null
+++ b/Data/9/976.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1c0dbb1310fdcc656142bcb178458dc137434387bd0c113f381bda9e477d33e
+size 137803
diff --git a/Data/9/977.png b/Data/9/977.png
new file mode 100644
index 0000000000000000000000000000000000000000..6615bb49165eec14fd5f99e318a60526aeb0e153
--- /dev/null
+++ b/Data/9/977.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb0f2a404b26200eab4e4a4659b61b08a3a9989dadc4b5e1e1601654230f7d11
+size 99717
diff --git a/Data/9/978.png b/Data/9/978.png
new file mode 100644
index 0000000000000000000000000000000000000000..faef1ce3f699067c0c60a4c65d96e5361ee2921b
--- /dev/null
+++ b/Data/9/978.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:336cd28276d69c7f7a46bf88b6302050644cdf76ea21d6a42e29bae75f07d836
+size 72994
diff --git a/Data/9/979.png b/Data/9/979.png
new file mode 100644
index 0000000000000000000000000000000000000000..e89c7b53f8bfd1b0dd57141b88e6295a6f58b193
--- /dev/null
+++ b/Data/9/979.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00b1d07dcf2e0c8b0ef9d816fe6a05e84a5a4d15aadb7d0f3c3876fe80f66f13
+size 61911
diff --git a/Data/9/980.png b/Data/9/980.png
new file mode 100644
index 0000000000000000000000000000000000000000..047c80cca65ef9373624d66aed756e4d8ed15f4d
--- /dev/null
+++ b/Data/9/980.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f7834af7a69bf3742c7d59981804287e1c3df2c0fa703fbd30bef1f5115bc1b
+size 98551
diff --git a/Data/9/981.png b/Data/9/981.png
new file mode 100644
index 0000000000000000000000000000000000000000..963ee123797b526d3a0152632dd8e69476503c9a
--- /dev/null
+++ b/Data/9/981.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a31ff2ec25109ad85a9e1d3b087d0870cc58c14dfe03e204d69e6439c5b54c5
+size 123608
diff --git a/Data/9/982.png b/Data/9/982.png
new file mode 100644
index 0000000000000000000000000000000000000000..636bd07df81b93eaf1cc815cb534f72bf12085a1
--- /dev/null
+++ b/Data/9/982.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef33e22a28e67c37d3b74ab80fea126e9c2f1e54db9cbb0848ff32b494c8ade6
+size 115270
diff --git a/Data/9/983.png b/Data/9/983.png
new file mode 100644
index 0000000000000000000000000000000000000000..567b1b543afaceeb1f0e52f88ca5a22d0637a158
--- /dev/null
+++ b/Data/9/983.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca3a87a57ce41b2d11c3adb55dfe114973f96bf404ca38d9c09be640a565b651
+size 82446
diff --git a/Data/9/984.png b/Data/9/984.png
new file mode 100644
index 0000000000000000000000000000000000000000..a608c835dcaa7482851f3653862af0801a13e22d
--- /dev/null
+++ b/Data/9/984.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34879cf68f49fcb7be8141f160cb468b573f6259b48037c3a0064ce5e63954b7
+size 77104
diff --git a/Data/9/985.png b/Data/9/985.png
new file mode 100644
index 0000000000000000000000000000000000000000..850550ee61e0d5419dfbde123f0876acbbd008d6
--- /dev/null
+++ b/Data/9/985.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a57e481ff8137a0307727f97b4d70f5caa52c8829884cddc15de5dfb0c65e4b
+size 115569
diff --git a/Data/9/986.png b/Data/9/986.png
new file mode 100644
index 0000000000000000000000000000000000000000..b1a77926b2668cbdac8509bea3bd8937b7ad38b5
--- /dev/null
+++ b/Data/9/986.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29d74e6f80566881c2dd62b5d6a1aa349b644893b0e9014b57500987e62cb513
+size 89448
diff --git a/Data/9/987.png b/Data/9/987.png
new file mode 100644
index 0000000000000000000000000000000000000000..90c970ecd0b04c2a407474699eebf8ea8dc42f8b
--- /dev/null
+++ b/Data/9/987.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a511de23f7d9310db759a37484d5a48edf3787772e015cce068676c83b332eb6
+size 89123
diff --git a/Data/9/988.png b/Data/9/988.png
new file mode 100644
index 0000000000000000000000000000000000000000..76b6542ab4018473157f3321de83f6dbd10949be
--- /dev/null
+++ b/Data/9/988.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0d65b4ed1c459ebf6da7d54bb01b8c2e993dacf4c04c6a3b3118fb30e2d2b0f
+size 118923
diff --git a/Data/9/989.png b/Data/9/989.png
new file mode 100644
index 0000000000000000000000000000000000000000..3303e633393fd58326055730231bdc3a1aa7cf1f
--- /dev/null
+++ b/Data/9/989.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a90cf0fbf44dbcf9cd2bb4b225c9ff17570d124bf4a2a4bea326815ba2c29f61
+size 94095
diff --git a/Data/9/990.png b/Data/9/990.png
new file mode 100644
index 0000000000000000000000000000000000000000..b35d8e8f9c6e22d6feb354276ac7181d291570ca
--- /dev/null
+++ b/Data/9/990.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e367c2ce7f4cd54e44f88eb2008e95f12a400d962aeffd5edb9a062c923739a
+size 141892
diff --git a/Data/9/991.png b/Data/9/991.png
new file mode 100644
index 0000000000000000000000000000000000000000..6c7553f9016b6f83fbf1929d068449a31ba4fb1c
--- /dev/null
+++ b/Data/9/991.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecfec3b7491f9fa4716bdd42b1e79359311ea8f5f3476785eb5333afd51a4616
+size 93052
diff --git a/Data/9/992.png b/Data/9/992.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb30e8d3443009be0d6a0df84d94a5c00009ad5c
--- /dev/null
+++ b/Data/9/992.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6dd94402ae2b257e05003a740c71bbfed7ed51e8cc46f1357a82d7f63253a61b
+size 80951
diff --git a/Data/9/993.png b/Data/9/993.png
new file mode 100644
index 0000000000000000000000000000000000000000..be84f8c252791d74451c767b33b82d61d6206b1e
--- /dev/null
+++ b/Data/9/993.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2000c677881174940c6872bc6204c5f2dca1076feb36a4fd67df5ea3a76569dd
+size 91270
diff --git a/Data/9/994.png b/Data/9/994.png
new file mode 100644
index 0000000000000000000000000000000000000000..d1cbf4ba4f824791e085bce4726d9b7accaea398
--- /dev/null
+++ b/Data/9/994.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3b46223c65e9adeefa013179cb991fd4497805ca9c891c1fe490fad3becd00f
+size 88655
diff --git a/Data/9/995.png b/Data/9/995.png
new file mode 100644
index 0000000000000000000000000000000000000000..de9a73741c4b2e0f9976bbffddc80d2b6629b2dc
--- /dev/null
+++ b/Data/9/995.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eee91550eeb04356ac0e5e5b80dbc3481b2057c8f4eaca2021a74e84d8984d5d
+size 107363
diff --git a/Data/9/996.png b/Data/9/996.png
new file mode 100644
index 0000000000000000000000000000000000000000..035d332bf36d65a4a7dcbe1b887c73ea2fb3db72
--- /dev/null
+++ b/Data/9/996.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:247635fa109697f7763255a18efd72ea4a14587299f2a5ba0ad7a84d2b2b375b
+size 86951
diff --git a/Data/9/997.png b/Data/9/997.png
new file mode 100644
index 0000000000000000000000000000000000000000..80bd2574d937d2d4fe6e8dc35828eb6e691bab25
--- /dev/null
+++ b/Data/9/997.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f56d1dfbec028ca5a4cdfc098e4041e55335f57dd817bf117cc5aeba8ffb03a
+size 71500
diff --git a/Data/9/998.png b/Data/9/998.png
new file mode 100644
index 0000000000000000000000000000000000000000..93671db744be447e7ad91b26a30e9384511abf86
--- /dev/null
+++ b/Data/9/998.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d95d7d3fb690ebfb94e0ad4f707cf035387a5fcd9bcaf6271a6ddae15f2af7b
+size 99661
diff --git a/Data/9/999.png b/Data/9/999.png
new file mode 100644
index 0000000000000000000000000000000000000000..90a082b6a87f59f7f7aad091c08458d3549307c6
--- /dev/null
+++ b/Data/9/999.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91ccca2d212116a2053bf1698b3a1c111b4660f38bf9dfab6afd40f9a00a6a46
+size 111842
diff --git a/Dataset b/Dataset
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Dataset.zip b/Dataset.zip
new file mode 100644
index 0000000000000000000000000000000000000000..e2a7d7c3dfd2cd484ff7bff4098ac5a8a80b1596
--- /dev/null
+++ b/Dataset.zip
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a54804aed380f7d20d7fa37a08ede91cc5bf1e538170ce209380b9f5f47ad44b
+size 197508240
diff --git a/celebrities/1000_crop.png b/celebrities/1000_crop.png
new file mode 100644
index 0000000000000000000000000000000000000000..27d0fa69aabab1d8b71839e476138f7d0a19f1ef
--- /dev/null
+++ b/celebrities/1000_crop.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38b7182cf15e6dc16b139704a88a503df21cc1bb9471c0b7acf63ae2e4e4b566
+size 91998
diff --git a/celebrities/1000_source.png b/celebrities/1000_source.png
new file mode 100644
index 0000000000000000000000000000000000000000..90a082b6a87f59f7f7aad091c08458d3549307c6
--- /dev/null
+++ b/celebrities/1000_source.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91ccca2d212116a2053bf1698b3a1c111b4660f38bf9dfab6afd40f9a00a6a46
+size 111842
diff --git a/face-detection.ipynb b/face-detection.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..f0a62d69426458bd34576f25638757310881978d
--- /dev/null
+++ b/face-detection.ipynb
@@ -0,0 +1,4724 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2025-10-18T17:46:59.397476Z",
+     "iopub.status.busy": "2025-10-18T17:46:59.397217Z",
+     "iopub.status.idle": "2025-10-18T17:48:19.200063Z",
+     "shell.execute_reply": "2025-10-18T17:48:19.199326Z",
+     "shell.execute_reply.started": "2025-10-18T17:46:59.397458Z"
+    },
+    "trusted": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Requirement already satisfied: ultralytics in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (8.3.217)\n",
+      "Requirement already satisfied: Pillow in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (12.0.0)\n",
+      "Requirement already satisfied: numpy>=1.23.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from ultralytics) (2.2.6)\n",
+      "Requirement already satisfied: matplotlib>=3.3.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from ultralytics) (3.10.7)\n",
+      "Requirement already satisfied: opencv-python>=4.6.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from ultralytics) (4.12.0.88)\n",
+      "Requirement already satisfied: pyyaml>=5.3.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from ultralytics) (6.0.3)\n",
+      "Requirement already satisfied: requests>=2.23.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from ultralytics) (2.32.5)\n",
+      "Requirement already satisfied: scipy>=1.4.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from ultralytics) (1.16.2)\n",
+      "Requirement already satisfied: torch>=1.8.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from ultralytics) (2.9.0)\n",
+      "Requirement already satisfied: torchvision>=0.9.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from ultralytics) (0.24.0)\n",
+      "Requirement already satisfied: psutil in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from ultralytics) (7.1.0)\n",
+      "Requirement already satisfied: polars in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from ultralytics) (1.34.0)\n",
+      "Requirement already satisfied: ultralytics-thop>=2.0.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from ultralytics) (2.0.17)\n",
+      "Requirement already satisfied: contourpy>=1.0.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.3.0->ultralytics) (1.3.3)\n",
+      "Requirement already satisfied: cycler>=0.10 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.3.0->ultralytics) (0.12.1)\n",
+      "Requirement already satisfied: fonttools>=4.22.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.3.0->ultralytics) (4.60.1)\n",
+      "Requirement already satisfied: kiwisolver>=1.3.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.3.0->ultralytics) (1.4.9)\n",
+      "Requirement already satisfied: packaging>=20.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.3.0->ultralytics) (25.0)\n",
+      "Requirement already satisfied: pyparsing>=3 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.3.0->ultralytics) (3.2.5)\n",
+      "Requirement already satisfied: python-dateutil>=2.7 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.3.0->ultralytics) (2.9.0.post0)\n",
+      "Requirement already satisfied: six>=1.5 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from python-dateutil>=2.7->matplotlib>=3.3.0->ultralytics) (1.17.0)\n",
+      "Requirement already satisfied: charset_normalizer<4,>=2 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests>=2.23.0->ultralytics) (3.4.4)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests>=2.23.0->ultralytics) (3.11)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests>=2.23.0->ultralytics) (2.5.0)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests>=2.23.0->ultralytics) (2025.10.5)\n",
+      "Requirement already satisfied: filelock in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from torch>=1.8.0->ultralytics) (3.20.0)\n",
+      "Requirement already satisfied: typing-extensions>=4.10.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from torch>=1.8.0->ultralytics) (4.15.0)\n",
+      "Requirement already satisfied: sympy>=1.13.3 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from torch>=1.8.0->ultralytics) (1.14.0)\n",
+      "Requirement already satisfied: networkx>=2.5.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from torch>=1.8.0->ultralytics) (3.5)\n",
+      "Requirement already satisfied: jinja2 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from torch>=1.8.0->ultralytics) (3.1.6)\n",
+      "Requirement already satisfied: fsspec>=0.8.5 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from torch>=1.8.0->ultralytics) (2025.9.0)\n",
+      "Requirement already satisfied: mpmath<1.4,>=1.1.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from sympy>=1.13.3->torch>=1.8.0->ultralytics) (1.3.0)\n",
+      "Requirement already satisfied: MarkupSafe>=2.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from jinja2->torch>=1.8.0->ultralytics) (3.0.3)\n",
+      "Requirement already satisfied: polars-runtime-32==1.34.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from polars->ultralytics) (1.34.0)\n",
+      "Requirement already satisfied: supervision in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (0.26.1)\n",
+      "Requirement already satisfied: numpy>=1.21.2 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from supervision) (2.2.6)\n",
+      "Requirement already satisfied: scipy>=1.10.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from supervision) (1.16.2)\n",
+      "Requirement already satisfied: matplotlib>=3.6.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from supervision) (3.10.7)\n",
+      "Requirement already satisfied: pyyaml>=5.3 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from supervision) (6.0.3)\n",
+      "Requirement already satisfied: defusedxml>=0.7.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from supervision) (0.7.1)\n",
+      "Requirement already satisfied: pillow>=9.4 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from supervision) (12.0.0)\n",
+      "Requirement already satisfied: requests>=2.26.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from supervision) (2.32.5)\n",
+      "Requirement already satisfied: tqdm>=4.62.3 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from supervision) (4.67.1)\n",
+      "Requirement already satisfied: opencv-python>=4.5.5.64 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from supervision) (4.12.0.88)\n",
+      "Requirement already satisfied: contourpy>=1.0.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.6.0->supervision) (1.3.3)\n",
+      "Requirement already satisfied: cycler>=0.10 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.6.0->supervision) (0.12.1)\n",
+      "Requirement already satisfied: fonttools>=4.22.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.6.0->supervision) (4.60.1)\n",
+      "Requirement already satisfied: kiwisolver>=1.3.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.6.0->supervision) (1.4.9)\n",
+      "Requirement already satisfied: packaging>=20.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.6.0->supervision) (25.0)\n",
+      "Requirement already satisfied: pyparsing>=3 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.6.0->supervision) (3.2.5)\n",
+      "Requirement already satisfied: python-dateutil>=2.7 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from matplotlib>=3.6.0->supervision) (2.9.0.post0)\n",
+      "Requirement already satisfied: six>=1.5 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from python-dateutil>=2.7->matplotlib>=3.6.0->supervision) (1.17.0)\n",
+      "Requirement already satisfied: charset_normalizer<4,>=2 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests>=2.26.0->supervision) (3.4.4)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests>=2.26.0->supervision) (3.11)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests>=2.26.0->supervision) (2.5.0)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests>=2.26.0->supervision) (2025.10.5)\n",
+      "Requirement already satisfied: colorama in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from tqdm>=4.62.3->supervision) (0.4.6)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install ultralytics Pillow\n",
+    "!pip install supervision"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2025-10-18T17:48:19.201358Z",
+     "iopub.status.busy": "2025-10-18T17:48:19.201103Z",
+     "iopub.status.idle": "2025-10-18T17:48:26.033248Z",
+     "shell.execute_reply": "2025-10-18T17:48:26.032557Z",
+     "shell.execute_reply.started": "2025-10-18T17:48:19.201309Z"
+    },
+    "trusted": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "0: 640x640 1 FACE, 37.9ms\n",
+      "Speed: 9.7ms preprocess, 37.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "{'x1': 63.09367752075195, 'y1': 55.93373107910156, 'x2': 236.28103637695312, 'y2': 246.04263305664062, 'confidence': 0.896662712097168, 'class_id': 0}\n"
+     ]
+    }
+   ],
+   "source": [
+    "from huggingface_hub import hf_hub_download\n",
+    "from ultralytics import YOLO\n",
+    "from supervision import Detections, BoxAnnotator\n",
+    "from PIL import Image\n",
+    "import numpy as np\n",
+    "import cv2\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "# download model\n",
+    "model_path = hf_hub_download(repo_id=\"arnabdhar/YOLOv8-Face-Detection\", filename=\"model.pt\")\n",
+    "\n",
+    "# load model\n",
+    "model = YOLO(model_path)\n",
+    "\n",
+    "# load image\n",
+    "image_path = \"Data\\\\9\\\\999.png\"\n",
+    "image = Image.open(image_path).convert(\"RGB\")\n",
+    "image_np = np.array(image)\n",
+    "\n",
+    "# inference\n",
+    "results = model(image_np)\n",
+    "detections = Detections.from_ultralytics(results[0])\n",
+    "\n",
+    "for box, conf, class_id in zip(detections.xyxy, detections.confidence, detections.class_id):\n",
+    "    print({\n",
+    "        \"x1\": float(box[0]),\n",
+    "        \"y1\": float(box[1]),\n",
+    "        \"x2\": float(box[2]),\n",
+    "        \"y2\": float(box[3]),\n",
+    "        \"confidence\": float(conf),\n",
+    "        \"class_id\": int(class_id)\n",
+    "    })\n",
+    "    image = image.crop(box)\n",
+    "    image.save(\"test.png\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "# annotate\n",
+    "annotator = BoxAnnotator()\n",
+    "annotated_frame = annotator.annotate(scene=image_np.copy(), detections=detections)\n",
+    "\n",
+    "# display\n",
+    "plt.imshow(annotated_frame)\n",
+    "plt.axis(\"off\")\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2025-10-18T17:48:26.035459Z",
+     "iopub.status.busy": "2025-10-18T17:48:26.034784Z",
+     "iopub.status.idle": "2025-10-18T17:48:26.039925Z",
+     "shell.execute_reply": "2025-10-18T17:48:26.039365Z",
+     "shell.execute_reply.started": "2025-10-18T17:48:26.035427Z"
+    },
+    "trusted": true
+   },
+   "outputs": [],
+   "source": [
+    "#import math\n",
+    "from datasets import Dataset\n",
+    "\n",
+    "celebrities = {'0':'Sergey Semyonovich Sobyanin', '1':'Khabib Abdulmanapovich Nurmagomedov', '2':'Timur Ildarovich Yunusov', '3':'Sergey Vladimirovich Shnurov', '4':'Vasiliy Mikhaylovich Vakulenko', '5':'Philipp Bedros Kirkorov', '6':'Ivan Andreyevich Urgant', '7':'Sergey Yevgenevich Zhukov', '8':'Aleksandr Vladimirovich Revva', '9':'Yury Aleksandrovich Dud'}\n",
+    "def crop_image(img_path, ds:Dataset, target_size=(300, 300)):\n",
+    "    img = Image.open(img_path).convert(\"RGB\")\n",
+    "    img_np = np.array(img)\n",
+    "    results = model(img_np)\n",
+    "    detections = Detections.from_ultralytics(results[0])\n",
+    "    img_path = img_path.split(\"\\\\\")\n",
+    "    img.save(f\"celebrities\\\\{(int(img_path[-1][:-4]) + 1):04}_source.png\")\n",
+    "    for box, conf, class_id in zip(detections.xyxy, detections.confidence, detections.class_id):\n",
+    "        img = img.crop(box)\n",
+    "        img = img.resize(target_size)\n",
+    "        \n",
+    "        img.save(f\"celebrities\\\\{(int(img_path[-1][:-4]) + 1):04}_crop.png\")\n",
+    "        item = {\"file_names\": [f\"{(int(img_path[-1][:-4]) + 1):04}_source.png\", f\"{(int(img_path[-1][:-4]) + 1):04}_crop.png\"], \"label\": celebrities[img_path[-2]]}\n",
+    "        ds.add_item(item)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Requirement already satisfied: huggingface_hub[cli] in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (0.35.3)\n",
+      "Requirement already satisfied: filelock in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from huggingface_hub[cli]) (3.20.0)\n",
+      "Requirement already satisfied: fsspec>=2023.5.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from huggingface_hub[cli]) (2025.9.0)\n",
+      "Requirement already satisfied: packaging>=20.9 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from huggingface_hub[cli]) (25.0)\n",
+      "Requirement already satisfied: pyyaml>=5.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from huggingface_hub[cli]) (6.0.3)\n",
+      "Requirement already satisfied: requests in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from huggingface_hub[cli]) (2.32.5)\n",
+      "Requirement already satisfied: tqdm>=4.42.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from huggingface_hub[cli]) (4.67.1)\n",
+      "Requirement already satisfied: typing-extensions>=3.7.4.3 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from huggingface_hub[cli]) (4.15.0)\n",
+      "Collecting InquirerPy==0.3.4 (from huggingface_hub[cli])\n",
+      "  Downloading InquirerPy-0.3.4-py3-none-any.whl.metadata (8.1 kB)\n",
+      "Collecting pfzy<0.4.0,>=0.3.1 (from InquirerPy==0.3.4->huggingface_hub[cli])\n",
+      "  Downloading pfzy-0.3.4-py3-none-any.whl.metadata (4.9 kB)\n",
+      "Requirement already satisfied: prompt-toolkit<4.0.0,>=3.0.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from InquirerPy==0.3.4->huggingface_hub[cli]) (3.0.52)\n",
+      "Requirement already satisfied: wcwidth in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from prompt-toolkit<4.0.0,>=3.0.1->InquirerPy==0.3.4->huggingface_hub[cli]) (0.2.14)\n",
+      "Requirement already satisfied: colorama in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from tqdm>=4.42.1->huggingface_hub[cli]) (0.4.6)\n",
+      "Requirement already satisfied: charset_normalizer<4,>=2 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests->huggingface_hub[cli]) (3.4.4)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests->huggingface_hub[cli]) (3.11)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests->huggingface_hub[cli]) (2.5.0)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests->huggingface_hub[cli]) (2025.10.5)\n",
+      "Downloading InquirerPy-0.3.4-py3-none-any.whl (67 kB)\n",
+      "Downloading pfzy-0.3.4-py3-none-any.whl (8.5 kB)\n",
+      "Installing collected packages: pfzy, InquirerPy\n",
+      "\n",
+      "   -------------------- ------------------- 1/2 [InquirerPy]\n",
+      "   -------------------- ------------------- 1/2 [InquirerPy]\n",
+      "   ---------------------------------------- 2/2 [InquirerPy]\n",
+      "\n",
+      "Successfully installed InquirerPy-0.3.4 pfzy-0.3.4\n",
+      "Requirement already satisfied: datasets[vision] in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (4.2.0)\n",
+      "Requirement already satisfied: filelock in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (3.20.0)\n",
+      "Requirement already satisfied: numpy>=1.17 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (2.2.6)\n",
+      "Requirement already satisfied: pyarrow>=21.0.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (21.0.0)\n",
+      "Requirement already satisfied: dill<0.4.1,>=0.3.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (0.4.0)\n",
+      "Requirement already satisfied: pandas in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (2.3.3)\n",
+      "Requirement already satisfied: requests>=2.32.2 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (2.32.5)\n",
+      "Requirement already satisfied: httpx<1.0.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (0.28.1)\n",
+      "Requirement already satisfied: tqdm>=4.66.3 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (4.67.1)\n",
+      "Requirement already satisfied: xxhash in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (3.6.0)\n",
+      "Requirement already satisfied: multiprocess<0.70.17 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (0.70.16)\n",
+      "Requirement already satisfied: fsspec<=2025.9.0,>=2023.1.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from fsspec[http]<=2025.9.0,>=2023.1.0->datasets[vision]) (2025.9.0)\n",
+      "Requirement already satisfied: huggingface-hub<2.0,>=0.25.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (0.35.3)\n",
+      "Requirement already satisfied: packaging in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (25.0)\n",
+      "Requirement already satisfied: pyyaml>=5.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (6.0.3)\n",
+      "Requirement already satisfied: Pillow>=9.4.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from datasets[vision]) (12.0.0)\n",
+      "Requirement already satisfied: aiohttp!=4.0.0a0,!=4.0.0a1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from fsspec[http]<=2025.9.0,>=2023.1.0->datasets[vision]) (3.13.1)\n",
+      "Requirement already satisfied: anyio in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from httpx<1.0.0->datasets[vision]) (4.11.0)\n",
+      "Requirement already satisfied: certifi in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from httpx<1.0.0->datasets[vision]) (2025.10.5)\n",
+      "Requirement already satisfied: httpcore==1.* in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from httpx<1.0.0->datasets[vision]) (1.0.9)\n",
+      "Requirement already satisfied: idna in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from httpx<1.0.0->datasets[vision]) (3.11)\n",
+      "Requirement already satisfied: h11>=0.16 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from httpcore==1.*->httpx<1.0.0->datasets[vision]) (0.16.0)\n",
+      "Requirement already satisfied: typing-extensions>=3.7.4.3 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from huggingface-hub<2.0,>=0.25.0->datasets[vision]) (4.15.0)\n",
+      "Requirement already satisfied: aiohappyeyeballs>=2.5.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2025.9.0,>=2023.1.0->datasets[vision]) (2.6.1)\n",
+      "Requirement already satisfied: aiosignal>=1.4.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2025.9.0,>=2023.1.0->datasets[vision]) (1.4.0)\n",
+      "Requirement already satisfied: attrs>=17.3.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2025.9.0,>=2023.1.0->datasets[vision]) (25.4.0)\n",
+      "Requirement already satisfied: frozenlist>=1.1.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2025.9.0,>=2023.1.0->datasets[vision]) (1.8.0)\n",
+      "Requirement already satisfied: multidict<7.0,>=4.5 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2025.9.0,>=2023.1.0->datasets[vision]) (6.7.0)\n",
+      "Requirement already satisfied: propcache>=0.2.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2025.9.0,>=2023.1.0->datasets[vision]) (0.4.1)\n",
+      "Requirement already satisfied: yarl<2.0,>=1.17.0 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<=2025.9.0,>=2023.1.0->datasets[vision]) (1.22.0)\n",
+      "Requirement already satisfied: charset_normalizer<4,>=2 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests>=2.32.2->datasets[vision]) (3.4.4)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from requests>=2.32.2->datasets[vision]) (2.5.0)\n",
+      "Requirement already satisfied: colorama in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from tqdm>=4.66.3->datasets[vision]) (0.4.6)\n",
+      "Requirement already satisfied: sniffio>=1.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from anyio->httpx<1.0.0->datasets[vision]) (1.3.1)\n",
+      "Requirement already satisfied: python-dateutil>=2.8.2 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from pandas->datasets[vision]) (2.9.0.post0)\n",
+      "Requirement already satisfied: pytz>=2020.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from pandas->datasets[vision]) (2025.2)\n",
+      "Requirement already satisfied: tzdata>=2022.7 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from pandas->datasets[vision]) (2025.2)\n",
+      "Requirement already satisfied: six>=1.5 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from python-dateutil>=2.8.2->pandas->datasets[vision]) (1.17.0)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install -U \"huggingface_hub[cli]\"\n",
+    "!pip install datasets[vision]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#hf auth login"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "формат {\"file_names\": [\"0001_source.png\", \"0001_crop.png\"], \"label\": \"0\"}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Dataset({\n",
+       "    features: ['file_names', 'label'],\n",
+       "    num_rows: 1\n",
+       "})"
+      ]
+     },
+     "execution_count": 46,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "celebrities = Dataset.from_dict({\"file_names\": [], \"label\": []})\n",
+    "celebrities.info.dataset_name = \"celebrities\"\n",
+    "celebrities.add_item({\"file_names\": [\"0001_source.png\", \"0001_crop.png\"], \"label\": \"0\"})\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "IndexError",
+     "evalue": "Invalid key: 0 is out of bounds for size 0",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
+      "\u001b[31mIndexError\u001b[39m                                Traceback (most recent call last)",
+      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[49]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[43mcelebrities\u001b[49m\u001b[43m[\u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m]\u001b[49m\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\datasets\\arrow_dataset.py:2859\u001b[39m, in \u001b[36mDataset.__getitem__\u001b[39m\u001b[34m(self, key)\u001b[39m\n\u001b[32m   2857\u001b[39m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m._format_type \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m._format_type \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m (\u001b[33m\"\u001b[39m\u001b[33marrow\u001b[39m\u001b[33m\"\u001b[39m, \u001b[33m\"\u001b[39m\u001b[33mpandas\u001b[39m\u001b[33m\"\u001b[39m, \u001b[33m\"\u001b[39m\u001b[33mpolars\u001b[39m\u001b[33m\"\u001b[39m):\n\u001b[32m   2858\u001b[39m         \u001b[38;5;28;01mreturn\u001b[39;00m Column(\u001b[38;5;28mself\u001b[39m, key)\n\u001b[32m-> \u001b[39m\u001b[32m2859\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_getitem\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m)\u001b[49m\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\datasets\\arrow_dataset.py:2840\u001b[39m, in \u001b[36mDataset._getitem\u001b[39m\u001b[34m(self, key, **kwargs)\u001b[39m\n\u001b[32m   2838\u001b[39m format_kwargs = format_kwargs \u001b[38;5;28;01mif\u001b[39;00m format_kwargs \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m {}\n\u001b[32m   2839\u001b[39m formatter = get_formatter(format_type, features=\u001b[38;5;28mself\u001b[39m._info.features, **format_kwargs)\n\u001b[32m-> \u001b[39m\u001b[32m2840\u001b[39m pa_subtable = \u001b[43mquery_table\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_data\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkey\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindices\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_indices\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m   2841\u001b[39m formatted_output = format_table(\n\u001b[32m   2842\u001b[39m     pa_subtable, key, formatter=formatter, format_columns=format_columns, output_all_columns=output_all_columns\n\u001b[32m   2843\u001b[39m )\n\u001b[32m   2844\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m formatted_output\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\datasets\\formatting\\formatting.py:612\u001b[39m, in \u001b[36mquery_table\u001b[39m\u001b[34m(table, key, indices)\u001b[39m\n\u001b[32m    610\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m    611\u001b[39m     size = indices.num_rows \u001b[38;5;28;01mif\u001b[39;00m indices \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m table.num_rows\n\u001b[32m--> \u001b[39m\u001b[32m612\u001b[39m     \u001b[43m_check_valid_index_key\u001b[49m\u001b[43m(\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msize\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m    613\u001b[39m \u001b[38;5;66;03m# Query the main table\u001b[39;00m\n\u001b[32m    614\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m indices \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\datasets\\formatting\\formatting.py:552\u001b[39m, in \u001b[36m_check_valid_index_key\u001b[39m\u001b[34m(key, size)\u001b[39m\n\u001b[32m    550\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(key, \u001b[38;5;28mint\u001b[39m):\n\u001b[32m    551\u001b[39m     \u001b[38;5;28;01mif\u001b[39;00m (key < \u001b[32m0\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m key + size < \u001b[32m0\u001b[39m) \u001b[38;5;129;01mor\u001b[39;00m (key >= size):\n\u001b[32m--> \u001b[39m\u001b[32m552\u001b[39m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mIndexError\u001b[39;00m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mInvalid key: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mkey\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m is out of bounds for size \u001b[39m\u001b[38;5;132;01m{\u001b[39;00msize\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m\"\u001b[39m)\n\u001b[32m    553\u001b[39m     \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[32m    554\u001b[39m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(key, \u001b[38;5;28mslice\u001b[39m):\n",
+      "\u001b[31mIndexError\u001b[39m: Invalid key: 0 is out of bounds for size 0"
+     ]
+    }
+   ],
+   "source": [
+    "celebrities[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2025-10-18T17:48:26.040867Z",
+     "iopub.status.busy": "2025-10-18T17:48:26.040606Z",
+     "iopub.status.idle": "2025-10-18T17:48:26.073977Z",
+     "shell.execute_reply": "2025-10-18T17:48:26.073262Z",
+     "shell.execute_reply.started": "2025-10-18T17:48:26.040830Z"
+    },
+    "trusted": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 7.4ms preprocess, 40.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n"
+     ]
+    }
+   ],
+   "source": [
+    "with open(\"metadatatest.jsonl\", \"w+\") as f:\n",
+    "    crop_image(image_path, celebrities)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "DatasetInfo(description='', citation='', homepage='', license='', features={'file_names': Value('null'), 'label': Value('null')}, post_processed=None, supervised_keys=None, builder_name=None, dataset_name=None, config_name=None, version=None, splits=None, download_checksums=None, download_size=None, post_processing_size=None, dataset_size=None, size_in_bytes=None)"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "celebrities.info"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "trusted": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Data\\0\\0.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 2.7ms preprocess, 38.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\1.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.8ms\n",
+      "Speed: 3.1ms preprocess, 35.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\10.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.8ms\n",
+      "Speed: 2.9ms preprocess, 35.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\11.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.6ms\n",
+      "Speed: 2.7ms preprocess, 35.6ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\12.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 2.7ms preprocess, 38.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\13.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.7ms\n",
+      "Speed: 2.6ms preprocess, 34.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\14.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 2.9ms preprocess, 36.6ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\15.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 2.6ms preprocess, 35.4ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\16.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 3.2ms preprocess, 37.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\17.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.4ms\n",
+      "Speed: 2.6ms preprocess, 34.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\18.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 2.5ms preprocess, 35.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\19.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.5ms\n",
+      "Speed: 2.5ms preprocess, 35.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\2.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.3ms\n",
+      "Speed: 3.1ms preprocess, 35.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\20.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.4ms\n",
+      "Speed: 2.8ms preprocess, 34.4ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\21.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.7ms\n",
+      "Speed: 2.5ms preprocess, 35.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\22.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.9ms\n",
+      "Speed: 3.1ms preprocess, 35.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\23.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 49.3ms\n",
+      "Speed: 3.0ms preprocess, 49.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\24.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.4ms\n",
+      "Speed: 3.0ms preprocess, 36.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\25.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 2.7ms preprocess, 38.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\26.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.7ms\n",
+      "Speed: 2.7ms preprocess, 35.7ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\27.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.0ms\n",
+      "Speed: 2.8ms preprocess, 37.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\28.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.9ms\n",
+      "Speed: 2.9ms preprocess, 37.9ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\29.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.9ms\n",
+      "Speed: 2.5ms preprocess, 34.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\3.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 31.2ms\n",
+      "Speed: 2.5ms preprocess, 31.2ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\30.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.4ms\n",
+      "Speed: 2.7ms preprocess, 37.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\31.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 29.9ms\n",
+      "Speed: 2.5ms preprocess, 29.9ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\32.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.2ms\n",
+      "Speed: 2.9ms preprocess, 35.2ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\33.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.5ms\n",
+      "Speed: 3.2ms preprocess, 35.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\34.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.5ms\n",
+      "Speed: 3.4ms preprocess, 35.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\35.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 2.9ms preprocess, 38.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\36.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 3.2ms preprocess, 36.6ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\37.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 2.6ms preprocess, 37.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\38.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 48.7ms\n",
+      "Speed: 2.5ms preprocess, 48.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\39.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.3ms\n",
+      "Speed: 2.7ms preprocess, 34.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\4.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.6ms\n",
+      "Speed: 2.9ms preprocess, 35.6ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\40.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 2.7ms preprocess, 36.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\41.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 2.7ms preprocess, 37.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\42.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 31.1ms\n",
+      "Speed: 2.4ms preprocess, 31.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\43.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 2.8ms preprocess, 36.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\44.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.2ms\n",
+      "Speed: 3.1ms preprocess, 36.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\45.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.5ms\n",
+      "Speed: 3.0ms preprocess, 37.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\46.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.5ms\n",
+      "Speed: 2.5ms preprocess, 34.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\47.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 3.2ms preprocess, 37.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\48.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 33.4ms\n",
+      "Speed: 2.6ms preprocess, 33.4ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\49.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.7ms\n",
+      "Speed: 3.3ms preprocess, 34.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\5.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.9ms\n",
+      "Speed: 3.4ms preprocess, 35.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\50.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 2.9ms preprocess, 36.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\51.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 2.8ms preprocess, 38.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\52.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 2.6ms preprocess, 36.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\53.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 2.7ms preprocess, 40.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\54.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 2.9ms preprocess, 38.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\55.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 3.0ms preprocess, 36.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\56.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 50.8ms\n",
+      "Speed: 3.0ms preprocess, 50.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\57.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.1ms\n",
+      "Speed: 2.5ms preprocess, 36.1ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\58.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.1ms\n",
+      "Speed: 2.7ms preprocess, 35.1ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\59.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.0ms\n",
+      "Speed: 2.7ms preprocess, 34.0ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\6.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 2.8ms preprocess, 37.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\60.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 2.5ms preprocess, 36.7ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\61.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.0ms\n",
+      "Speed: 2.8ms preprocess, 35.0ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\62.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.8ms\n",
+      "Speed: 2.8ms preprocess, 35.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\63.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.0ms\n",
+      "Speed: 2.7ms preprocess, 35.0ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\64.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 2.8ms preprocess, 36.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\65.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 36.4ms\n",
+      "Speed: 2.7ms preprocess, 36.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\66.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 2.5ms preprocess, 40.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\67.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.8ms\n",
+      "Speed: 2.6ms preprocess, 38.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\68.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 2.7ms preprocess, 36.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\69.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 3.1ms preprocess, 36.7ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\7.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 33.9ms\n",
+      "Speed: 2.6ms preprocess, 33.9ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\70.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 2.8ms preprocess, 37.1ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\71.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 2.7ms preprocess, 36.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\72.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.3ms\n",
+      "Speed: 2.7ms preprocess, 35.3ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\73.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 2.9ms preprocess, 38.6ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\74.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 2.7ms preprocess, 36.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\75.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 49.7ms\n",
+      "Speed: 2.7ms preprocess, 49.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\76.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.5ms\n",
+      "Speed: 2.6ms preprocess, 35.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\77.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 2.6ms preprocess, 37.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\78.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 2.8ms preprocess, 36.3ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\79.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 2.9ms preprocess, 37.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\8.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.8ms\n",
+      "Speed: 2.9ms preprocess, 39.8ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\80.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 3.0ms preprocess, 39.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\81.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.2ms\n",
+      "Speed: 3.7ms preprocess, 36.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\82.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.8ms\n",
+      "Speed: 3.0ms preprocess, 35.8ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\83.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.1ms preprocess, 40.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\84.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 45.5ms\n",
+      "Speed: 3.1ms preprocess, 45.5ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\85.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.5ms\n",
+      "Speed: 3.0ms preprocess, 42.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\86.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.3ms\n",
+      "Speed: 2.9ms preprocess, 37.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\87.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 3.0ms preprocess, 38.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\88.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 3.4ms preprocess, 38.0ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\89.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.9ms\n",
+      "Speed: 2.7ms preprocess, 34.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\9.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 3.1ms preprocess, 36.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\90.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.6ms\n",
+      "Speed: 2.7ms preprocess, 35.6ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\91.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.5ms\n",
+      "Speed: 2.9ms preprocess, 35.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\92.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 2.6ms preprocess, 36.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\93.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 3.3ms preprocess, 36.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\94.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 3.0ms preprocess, 39.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\95.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 2.9ms preprocess, 38.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\96.png\n",
+      "\n",
+      "0: 640x640 3 FACEs, 37.2ms\n",
+      "Speed: 2.6ms preprocess, 37.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\97.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 2.7ms preprocess, 38.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\98.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 3.1ms preprocess, 38.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\0\\99.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 2.5ms preprocess, 39.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\100.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 37.2ms\n",
+      "Speed: 2.8ms preprocess, 37.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\101.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 3.2ms preprocess, 37.1ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\102.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.8ms\n",
+      "Speed: 3.0ms preprocess, 36.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\103.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 38.8ms\n",
+      "Speed: 2.9ms preprocess, 38.8ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\104.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 42.1ms\n",
+      "Speed: 2.7ms preprocess, 42.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\105.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 35.5ms\n",
+      "Speed: 4.2ms preprocess, 35.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\106.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.5ms\n",
+      "Speed: 2.6ms preprocess, 35.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\107.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.0ms\n",
+      "Speed: 2.6ms preprocess, 37.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\108.png\n",
+      "\n",
+      "0: 640x640 8 FACEs, 35.2ms\n",
+      "Speed: 2.7ms preprocess, 35.2ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\109.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.3ms\n",
+      "Speed: 2.6ms preprocess, 37.3ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\110.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.5ms\n",
+      "Speed: 3.2ms preprocess, 37.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\111.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 3.2ms preprocess, 40.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\112.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 3.0ms preprocess, 40.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\113.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.9ms\n",
+      "Speed: 2.6ms preprocess, 36.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\114.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 37.7ms\n",
+      "Speed: 2.5ms preprocess, 37.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\115.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 2.7ms preprocess, 36.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\116.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 38.4ms\n",
+      "Speed: 3.0ms preprocess, 38.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\117.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 39.2ms\n",
+      "Speed: 2.8ms preprocess, 39.2ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\118.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 2.6ms preprocess, 39.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\119.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.3ms\n",
+      "Speed: 2.5ms preprocess, 35.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\120.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 2.6ms preprocess, 35.4ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\121.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.8ms\n",
+      "Speed: 2.5ms preprocess, 36.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\122.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 3.1ms preprocess, 35.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\123.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 2.6ms preprocess, 38.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\124.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 2.6ms preprocess, 38.2ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\125.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 2.7ms preprocess, 37.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\126.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 46.9ms\n",
+      "Speed: 4.3ms preprocess, 46.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\127.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 32.8ms\n",
+      "Speed: 2.6ms preprocess, 32.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\128.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 3.0ms preprocess, 36.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\129.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 3.1ms preprocess, 36.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\130.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.7ms\n",
+      "Speed: 2.7ms preprocess, 37.7ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\131.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 2.7ms preprocess, 36.3ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\132.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 37.1ms\n",
+      "Speed: 3.0ms preprocess, 37.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\133.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.5ms\n",
+      "Speed: 3.2ms preprocess, 35.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\134.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 35.5ms\n",
+      "Speed: 2.7ms preprocess, 35.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\135.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.9ms\n",
+      "Speed: 2.7ms preprocess, 36.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\136.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 2.9ms preprocess, 37.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\137.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 2.8ms preprocess, 36.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\138.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.6ms\n",
+      "Speed: 2.6ms preprocess, 35.6ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\139.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.4ms\n",
+      "Speed: 2.6ms preprocess, 36.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\140.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 2.8ms preprocess, 38.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\141.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 2.7ms preprocess, 36.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\142.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.7ms\n",
+      "Speed: 3.1ms preprocess, 42.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\143.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 2.7ms preprocess, 36.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\144.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 48.5ms\n",
+      "Speed: 3.3ms preprocess, 48.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\145.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.2ms\n",
+      "Speed: 2.6ms preprocess, 36.2ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\146.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 30.0ms\n",
+      "Speed: 2.7ms preprocess, 30.0ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\147.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 2.6ms preprocess, 38.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\148.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 3.1ms preprocess, 38.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\149.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.6ms\n",
+      "Speed: 3.3ms preprocess, 35.6ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\150.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 3.6ms preprocess, 38.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\151.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 36.6ms\n",
+      "Speed: 3.0ms preprocess, 36.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\152.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.3ms\n",
+      "Speed: 2.6ms preprocess, 37.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\153.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 2.8ms preprocess, 39.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\154.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.8ms\n",
+      "Speed: 2.7ms preprocess, 36.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\155.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.0ms\n",
+      "Speed: 2.8ms preprocess, 40.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\156.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 2.4ms preprocess, 38.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\157.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.3ms\n",
+      "Speed: 2.5ms preprocess, 35.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\158.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 3.0ms preprocess, 38.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\159.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 3.0ms preprocess, 38.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\160.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 3.6ms preprocess, 37.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\161.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 3.4ms preprocess, 37.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\162.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 45.9ms\n",
+      "Speed: 2.6ms preprocess, 45.9ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\163.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.2ms\n",
+      "Speed: 3.2ms preprocess, 36.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\164.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.2ms\n",
+      "Speed: 2.7ms preprocess, 35.2ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\165.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 2.9ms preprocess, 36.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\166.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.5ms\n",
+      "Speed: 2.6ms preprocess, 39.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\167.png\n",
+      "\n",
+      "0: 640x640 3 FACEs, 36.9ms\n",
+      "Speed: 2.7ms preprocess, 36.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\168.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.5ms\n",
+      "Speed: 2.6ms preprocess, 39.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\169.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.4ms\n",
+      "Speed: 3.0ms preprocess, 37.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\170.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.7ms\n",
+      "Speed: 3.4ms preprocess, 41.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\171.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 3.0ms preprocess, 38.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\172.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 30.9ms\n",
+      "Speed: 2.4ms preprocess, 30.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\173.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 2.9ms preprocess, 36.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\174.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.3ms\n",
+      "Speed: 2.7ms preprocess, 37.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\175.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 32.9ms\n",
+      "Speed: 2.5ms preprocess, 32.9ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\176.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 33.6ms\n",
+      "Speed: 2.5ms preprocess, 33.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\177.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.0ms\n",
+      "Speed: 2.4ms preprocess, 34.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\178.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 2.6ms preprocess, 38.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\179.png\n",
+      "\n",
+      "0: 640x640 3 FACEs, 35.5ms\n",
+      "Speed: 2.9ms preprocess, 35.5ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\180.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.1ms\n",
+      "Speed: 3.6ms preprocess, 41.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\181.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 2.7ms preprocess, 36.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\182.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.6ms\n",
+      "Speed: 2.9ms preprocess, 37.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\183.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 2.7ms preprocess, 39.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\184.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.7ms\n",
+      "Speed: 2.5ms preprocess, 34.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\185.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 2.6ms preprocess, 36.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\186.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.0ms\n",
+      "Speed: 2.4ms preprocess, 37.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\187.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 36.2ms\n",
+      "Speed: 2.6ms preprocess, 36.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\188.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.9ms\n",
+      "Speed: 2.6ms preprocess, 36.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\189.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.8ms\n",
+      "Speed: 2.5ms preprocess, 34.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\190.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.8ms\n",
+      "Speed: 2.5ms preprocess, 36.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\191.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 2.8ms preprocess, 36.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\192.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 2.7ms preprocess, 36.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\193.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 29.0ms\n",
+      "Speed: 2.9ms preprocess, 29.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\194.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 3.1ms preprocess, 36.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\195.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 57.9ms\n",
+      "Speed: 3.4ms preprocess, 57.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\196.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 2.9ms preprocess, 37.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\197.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 28.5ms\n",
+      "Speed: 2.5ms preprocess, 28.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\198.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.5ms\n",
+      "Speed: 2.5ms preprocess, 35.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\1\\199.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.5ms\n",
+      "Speed: 2.7ms preprocess, 35.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\200.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 3.1ms preprocess, 37.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\201.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.1ms\n",
+      "Speed: 2.5ms preprocess, 36.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\202.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.3ms\n",
+      "Speed: 2.6ms preprocess, 35.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\203.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 2.7ms preprocess, 36.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\204.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.3ms\n",
+      "Speed: 2.6ms preprocess, 38.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\205.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.9ms\n",
+      "Speed: 3.0ms preprocess, 37.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\206.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 37.9ms\n",
+      "Speed: 3.0ms preprocess, 37.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\207.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.4ms\n",
+      "Speed: 3.1ms preprocess, 37.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\208.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 3.1ms preprocess, 36.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\209.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.9ms\n",
+      "Speed: 3.4ms preprocess, 36.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\210.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 2.9ms preprocess, 37.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\211.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 2.5ms preprocess, 36.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\212.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.7ms\n",
+      "Speed: 2.6ms preprocess, 42.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\213.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.8ms\n",
+      "Speed: 2.9ms preprocess, 34.8ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\214.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 2.6ms preprocess, 38.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\215.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.8ms\n",
+      "Speed: 3.2ms preprocess, 38.8ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\216.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.5ms\n",
+      "Speed: 2.7ms preprocess, 37.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\217.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 3.0ms preprocess, 36.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\218.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.9ms\n",
+      "Speed: 2.5ms preprocess, 36.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\219.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.0ms\n",
+      "Speed: 2.6ms preprocess, 37.0ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\220.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 37.4ms\n",
+      "Speed: 2.8ms preprocess, 37.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\221.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 2.8ms preprocess, 36.3ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\222.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 2.8ms preprocess, 35.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\223.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.7ms\n",
+      "Speed: 2.9ms preprocess, 35.7ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\224.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 33.5ms\n",
+      "Speed: 2.7ms preprocess, 33.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\225.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 3.2ms preprocess, 35.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\226.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.7ms\n",
+      "Speed: 2.6ms preprocess, 34.7ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\227.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.8ms\n",
+      "Speed: 2.8ms preprocess, 35.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\228.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.5ms\n",
+      "Speed: 2.5ms preprocess, 34.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\229.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.1ms\n",
+      "Speed: 4.2ms preprocess, 44.1ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\230.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.0ms\n",
+      "Speed: 2.5ms preprocess, 35.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\231.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 3.1ms preprocess, 36.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\232.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 2.7ms preprocess, 36.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\233.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.9ms\n",
+      "Speed: 2.9ms preprocess, 36.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\234.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.9ms\n",
+      "Speed: 2.8ms preprocess, 35.9ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\235.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.3ms\n",
+      "Speed: 3.1ms preprocess, 37.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\236.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.3ms\n",
+      "Speed: 2.7ms preprocess, 35.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\237.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 2.7ms preprocess, 38.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\238.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 3.1ms preprocess, 37.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\239.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.6ms\n",
+      "Speed: 2.8ms preprocess, 35.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\240.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 2.8ms preprocess, 36.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\241.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 38.2ms\n",
+      "Speed: 3.1ms preprocess, 38.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\242.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 32.1ms\n",
+      "Speed: 2.5ms preprocess, 32.1ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\243.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 2.8ms preprocess, 36.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\244.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 3.0ms preprocess, 37.2ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\245.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 53.6ms\n",
+      "Speed: 3.5ms preprocess, 53.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\246.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 26.6ms\n",
+      "Speed: 2.5ms preprocess, 26.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\247.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 2.5ms preprocess, 35.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\248.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.8ms\n",
+      "Speed: 2.7ms preprocess, 35.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\249.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 2.8ms preprocess, 36.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\250.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 2.4ms preprocess, 36.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\251.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 25.8ms\n",
+      "Speed: 2.9ms preprocess, 25.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\252.png\n",
+      "\n",
+      "0: 640x640 (no detections), 29.7ms\n",
+      "Speed: 2.7ms preprocess, 29.7ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\253.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 26.5ms\n",
+      "Speed: 2.6ms preprocess, 26.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\254.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.6ms\n",
+      "Speed: 2.8ms preprocess, 37.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\255.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 3.4ms preprocess, 39.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\256.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.1ms\n",
+      "Speed: 2.5ms preprocess, 35.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\257.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 31.5ms\n",
+      "Speed: 3.0ms preprocess, 31.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\258.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.3ms\n",
+      "Speed: 2.7ms preprocess, 37.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\259.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.9ms\n",
+      "Speed: 2.7ms preprocess, 37.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\260.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.9ms\n",
+      "Speed: 2.5ms preprocess, 34.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\261.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.6ms\n",
+      "Speed: 3.6ms preprocess, 41.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\262.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.7ms\n",
+      "Speed: 2.6ms preprocess, 35.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\263.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 36.6ms\n",
+      "Speed: 2.4ms preprocess, 36.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\264.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 2.4ms preprocess, 38.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\265.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 38.0ms\n",
+      "Speed: 3.7ms preprocess, 38.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\266.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 3.1ms preprocess, 36.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\267.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.7ms\n",
+      "Speed: 2.4ms preprocess, 35.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\268.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 36.1ms\n",
+      "Speed: 2.5ms preprocess, 36.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\269.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.6ms\n",
+      "Speed: 2.6ms preprocess, 35.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\270.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 2.9ms preprocess, 38.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\271.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 2.9ms preprocess, 38.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\272.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 3.4ms preprocess, 36.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\273.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 33.3ms\n",
+      "Speed: 2.8ms preprocess, 33.3ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\274.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.3ms\n",
+      "Speed: 2.9ms preprocess, 38.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\275.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 2.6ms preprocess, 38.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\276.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.3ms\n",
+      "Speed: 3.7ms preprocess, 43.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\277.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.4ms\n",
+      "Speed: 2.5ms preprocess, 36.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\278.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.6ms\n",
+      "Speed: 2.8ms preprocess, 41.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\279.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.5ms\n",
+      "Speed: 2.6ms preprocess, 39.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\280.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.0ms preprocess, 40.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\281.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 32.7ms\n",
+      "Speed: 2.5ms preprocess, 32.7ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\282.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 3.4ms preprocess, 38.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\283.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.3ms\n",
+      "Speed: 3.0ms preprocess, 37.3ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\284.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 34.0ms\n",
+      "Speed: 2.9ms preprocess, 34.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\285.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 32.5ms\n",
+      "Speed: 2.6ms preprocess, 32.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\286.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 32.1ms\n",
+      "Speed: 2.6ms preprocess, 32.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\287.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 2.6ms preprocess, 39.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\288.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.4ms\n",
+      "Speed: 2.6ms preprocess, 36.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\289.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 2.9ms preprocess, 36.3ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\290.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 3.1ms preprocess, 38.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\291.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 53.9ms\n",
+      "Speed: 3.5ms preprocess, 53.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\292.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 2.5ms preprocess, 38.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\293.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 2.6ms preprocess, 39.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\294.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.4ms\n",
+      "Speed: 2.9ms preprocess, 37.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\295.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.7ms\n",
+      "Speed: 2.4ms preprocess, 35.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\296.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 29.5ms\n",
+      "Speed: 3.0ms preprocess, 29.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\297.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.4ms\n",
+      "Speed: 2.8ms preprocess, 37.4ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\298.png\n",
+      "\n",
+      "0: 640x640 (no detections), 37.8ms\n",
+      "Speed: 2.9ms preprocess, 37.8ms inference, 0.5ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\2\\299.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 2.8ms preprocess, 39.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\300.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.8ms\n",
+      "Speed: 2.8ms preprocess, 38.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\301.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 2.6ms preprocess, 39.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\302.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 3.2ms preprocess, 36.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\303.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.9ms\n",
+      "Speed: 3.3ms preprocess, 36.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\304.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 40.9ms\n",
+      "Speed: 2.7ms preprocess, 40.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\305.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 2.5ms preprocess, 36.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\306.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 2.6ms preprocess, 38.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\307.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 41.1ms\n",
+      "Speed: 3.0ms preprocess, 41.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\308.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 2.5ms preprocess, 35.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\309.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.1ms\n",
+      "Speed: 2.9ms preprocess, 41.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\310.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 2.8ms preprocess, 38.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\311.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 45.6ms\n",
+      "Speed: 4.1ms preprocess, 45.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\312.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 2.9ms preprocess, 39.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\313.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 2.7ms preprocess, 39.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\314.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 2.6ms preprocess, 38.1ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\315.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.9ms\n",
+      "Speed: 2.6ms preprocess, 40.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\316.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.0ms\n",
+      "Speed: 2.9ms preprocess, 40.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\317.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.8ms\n",
+      "Speed: 3.4ms preprocess, 38.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\318.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 2.8ms preprocess, 38.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\319.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 2.9ms preprocess, 37.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\320.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 2.7ms preprocess, 39.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\321.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 2.7ms preprocess, 38.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\322.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 2.5ms preprocess, 40.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\323.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.5ms\n",
+      "Speed: 2.9ms preprocess, 37.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\324.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 3.1ms preprocess, 39.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\325.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 3.1ms preprocess, 39.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\326.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 40.9ms\n",
+      "Speed: 3.1ms preprocess, 40.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\327.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 3.2ms preprocess, 36.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\328.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.2ms\n",
+      "Speed: 2.5ms preprocess, 40.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\329.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 3.5ms preprocess, 38.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\330.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 55.0ms\n",
+      "Speed: 4.0ms preprocess, 55.0ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\331.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 2.5ms preprocess, 38.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\332.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 2.5ms preprocess, 40.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\333.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 2.9ms preprocess, 39.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\334.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 2.7ms preprocess, 40.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\335.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 41.2ms\n",
+      "Speed: 3.0ms preprocess, 41.2ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\336.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 2.6ms preprocess, 38.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\337.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 3.3ms preprocess, 40.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\338.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 2.6ms preprocess, 38.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\339.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 3.5ms preprocess, 41.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\340.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.0ms\n",
+      "Speed: 2.7ms preprocess, 34.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\341.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 29.4ms\n",
+      "Speed: 2.5ms preprocess, 29.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\342.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.2ms\n",
+      "Speed: 2.6ms preprocess, 40.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\343.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.8ms\n",
+      "Speed: 2.5ms preprocess, 38.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\344.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 59.3ms\n",
+      "Speed: 2.6ms preprocess, 59.3ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\345.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 2.8ms preprocess, 35.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\346.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.2ms\n",
+      "Speed: 2.6ms preprocess, 36.2ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\347.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 2.8ms preprocess, 39.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\348.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 2.8ms preprocess, 38.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\349.png\n",
+      "\n",
+      "0: 640x640 3 FACEs, 40.6ms\n",
+      "Speed: 2.7ms preprocess, 40.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\350.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 2.9ms preprocess, 38.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\351.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.8ms\n",
+      "Speed: 2.8ms preprocess, 35.8ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\352.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 3.3ms preprocess, 39.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\353.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 2.9ms preprocess, 38.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\354.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 2.9ms preprocess, 39.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\355.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 2.7ms preprocess, 37.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\356.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.7ms\n",
+      "Speed: 2.6ms preprocess, 35.7ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\357.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.2ms preprocess, 40.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\358.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 3.5ms preprocess, 38.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\359.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.9ms\n",
+      "Speed: 2.6ms preprocess, 43.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\360.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 2.9ms preprocess, 39.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\361.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.6ms\n",
+      "Speed: 2.7ms preprocess, 35.6ms inference, 1.6ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\362.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.7ms\n",
+      "Speed: 3.1ms preprocess, 40.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\363.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.5ms\n",
+      "Speed: 2.6ms preprocess, 37.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\364.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 3.0ms preprocess, 37.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\365.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 2.5ms preprocess, 38.1ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\366.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.6ms\n",
+      "Speed: 3.3ms preprocess, 41.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\367.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 2.8ms preprocess, 39.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\368.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 2.6ms preprocess, 40.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\369.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 3.0ms preprocess, 38.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\370.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 3.2ms preprocess, 38.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\371.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.7ms\n",
+      "Speed: 2.5ms preprocess, 37.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\372.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.9ms\n",
+      "Speed: 2.6ms preprocess, 37.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\373.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 31.9ms\n",
+      "Speed: 3.0ms preprocess, 31.9ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\374.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.3ms\n",
+      "Speed: 3.3ms preprocess, 37.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\375.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.6ms\n",
+      "Speed: 2.6ms preprocess, 42.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\376.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.8ms\n",
+      "Speed: 3.5ms preprocess, 43.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\377.png\n",
+      "\n",
+      "0: 640x640 3 FACEs, 39.3ms\n",
+      "Speed: 4.1ms preprocess, 39.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\378.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 31.3ms\n",
+      "Speed: 2.6ms preprocess, 31.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\379.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 2.7ms preprocess, 35.4ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\380.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.9ms\n",
+      "Speed: 2.6ms preprocess, 37.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\381.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.8ms\n",
+      "Speed: 2.5ms preprocess, 39.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\382.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.3ms\n",
+      "Speed: 2.9ms preprocess, 38.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\383.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 2.8ms preprocess, 38.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\384.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.2ms\n",
+      "Speed: 2.9ms preprocess, 41.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\385.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 3.6ms preprocess, 37.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\386.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 2.5ms preprocess, 36.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\387.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 3.2ms preprocess, 36.7ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\388.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.4ms\n",
+      "Speed: 2.7ms preprocess, 37.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\389.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.6ms\n",
+      "Speed: 2.7ms preprocess, 35.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\390.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.7ms\n",
+      "Speed: 2.8ms preprocess, 37.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\391.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.5ms\n",
+      "Speed: 2.7ms preprocess, 37.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\392.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 52.8ms\n",
+      "Speed: 3.1ms preprocess, 52.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\393.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.2ms\n",
+      "Speed: 2.6ms preprocess, 36.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\394.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 2.6ms preprocess, 40.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\395.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.6ms\n",
+      "Speed: 3.5ms preprocess, 40.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\396.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 2.6ms preprocess, 36.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\397.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.6ms\n",
+      "Speed: 3.1ms preprocess, 37.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\398.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.9ms\n",
+      "Speed: 3.0ms preprocess, 37.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\3\\399.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 3.6ms preprocess, 39.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\400.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 2.6ms preprocess, 37.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\401.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 2.8ms preprocess, 37.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\402.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.0ms\n",
+      "Speed: 2.5ms preprocess, 36.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\403.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 2.6ms preprocess, 37.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\404.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 3.3ms preprocess, 39.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\405.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.4ms\n",
+      "Speed: 3.5ms preprocess, 43.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\406.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.6ms\n",
+      "Speed: 4.6ms preprocess, 35.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\407.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.8ms\n",
+      "Speed: 3.0ms preprocess, 38.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\408.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 2.9ms preprocess, 39.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\409.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.3ms\n",
+      "Speed: 3.0ms preprocess, 37.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\410.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.4ms\n",
+      "Speed: 2.8ms preprocess, 36.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\411.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 32.6ms\n",
+      "Speed: 7.0ms preprocess, 32.6ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\412.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 3.1ms preprocess, 39.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\413.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.8ms\n",
+      "Speed: 3.0ms preprocess, 39.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\414.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 3.1ms preprocess, 38.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\415.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 3.6ms preprocess, 38.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\416.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.4ms\n",
+      "Speed: 2.9ms preprocess, 37.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\417.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 2.7ms preprocess, 39.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\418.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.9ms\n",
+      "Speed: 2.5ms preprocess, 34.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\419.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 3.0ms preprocess, 40.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\420.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.8ms\n",
+      "Speed: 2.8ms preprocess, 43.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\421.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 53.7ms\n",
+      "Speed: 5.1ms preprocess, 53.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\422.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 2.9ms preprocess, 39.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\423.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.9ms\n",
+      "Speed: 2.6ms preprocess, 35.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\424.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.5ms\n",
+      "Speed: 2.6ms preprocess, 37.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\425.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.1ms\n",
+      "Speed: 2.5ms preprocess, 36.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\426.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 2.9ms preprocess, 39.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\427.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 2.8ms preprocess, 36.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\428.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 2.7ms preprocess, 38.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\429.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 3.0ms preprocess, 38.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\430.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 3.5ms preprocess, 38.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\431.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 2.7ms preprocess, 37.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\432.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.3ms\n",
+      "Speed: 3.3ms preprocess, 34.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\433.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 31.8ms\n",
+      "Speed: 2.7ms preprocess, 31.8ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\434.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 2.6ms preprocess, 39.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\435.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 48.9ms\n",
+      "Speed: 2.9ms preprocess, 48.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\436.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.7ms\n",
+      "Speed: 2.7ms preprocess, 34.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\437.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 33.8ms\n",
+      "Speed: 2.6ms preprocess, 33.8ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\438.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 3.0ms preprocess, 38.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\439.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 2.9ms preprocess, 40.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\440.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 2.9ms preprocess, 39.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\441.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.1ms\n",
+      "Speed: 2.9ms preprocess, 41.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\442.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.8ms\n",
+      "Speed: 3.4ms preprocess, 42.8ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\443.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.5ms\n",
+      "Speed: 2.9ms preprocess, 42.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\444.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.6ms\n",
+      "Speed: 2.6ms preprocess, 44.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\445.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 46.7ms\n",
+      "Speed: 3.3ms preprocess, 46.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\446.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.2ms\n",
+      "Speed: 3.4ms preprocess, 43.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\447.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 46.0ms\n",
+      "Speed: 3.3ms preprocess, 46.0ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\448.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 51.1ms\n",
+      "Speed: 3.0ms preprocess, 51.1ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\449.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.8ms\n",
+      "Speed: 3.0ms preprocess, 43.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\450.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 59.6ms\n",
+      "Speed: 3.2ms preprocess, 59.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\451.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 3.0ms preprocess, 39.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\452.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 2.8ms preprocess, 40.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\453.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 62.8ms\n",
+      "Speed: 2.6ms preprocess, 62.8ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\454.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.7ms\n",
+      "Speed: 3.9ms preprocess, 42.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\455.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.3ms\n",
+      "Speed: 2.6ms preprocess, 43.3ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\456.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 3.3ms preprocess, 39.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\457.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 2.5ms preprocess, 39.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\458.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 46.4ms\n",
+      "Speed: 2.8ms preprocess, 46.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\459.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.5ms\n",
+      "Speed: 3.2ms preprocess, 41.5ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\460.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.0ms preprocess, 40.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\461.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 3.0ms preprocess, 40.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\462.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.2ms\n",
+      "Speed: 2.6ms preprocess, 40.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\463.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 3.5ms preprocess, 35.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\464.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.3ms\n",
+      "Speed: 3.4ms preprocess, 35.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\465.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 37.8ms\n",
+      "Speed: 2.6ms preprocess, 37.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\466.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 4.1ms preprocess, 39.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\467.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.5ms\n",
+      "Speed: 2.7ms preprocess, 39.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\468.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 2.5ms preprocess, 38.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\469.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 2.6ms preprocess, 38.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\470.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.1ms\n",
+      "Speed: 2.9ms preprocess, 36.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\471.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.2ms\n",
+      "Speed: 3.2ms preprocess, 40.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\472.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.7ms\n",
+      "Speed: 3.0ms preprocess, 37.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\473.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 32.7ms\n",
+      "Speed: 2.6ms preprocess, 32.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\474.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.8ms preprocess, 40.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\475.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.6ms\n",
+      "Speed: 2.6ms preprocess, 42.6ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\476.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.2ms\n",
+      "Speed: 3.8ms preprocess, 44.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\477.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 3.3ms preprocess, 39.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\478.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.9ms\n",
+      "Speed: 3.2ms preprocess, 37.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\479.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 34.8ms\n",
+      "Speed: 2.5ms preprocess, 34.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\480.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 3.1ms preprocess, 38.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\481.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 49.1ms\n",
+      "Speed: 2.9ms preprocess, 49.1ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\482.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 3.1ms preprocess, 38.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\483.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 33.9ms\n",
+      "Speed: 3.0ms preprocess, 33.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\484.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 3.1ms preprocess, 38.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\485.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 3.4ms preprocess, 39.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\486.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 3.1ms preprocess, 39.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\487.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 2.6ms preprocess, 38.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\488.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 2.7ms preprocess, 38.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\489.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.4ms\n",
+      "Speed: 2.9ms preprocess, 35.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\490.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 2.8ms preprocess, 39.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\491.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.6ms\n",
+      "Speed: 3.1ms preprocess, 40.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\492.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 2.7ms preprocess, 39.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\493.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.0ms preprocess, 40.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\494.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.0ms preprocess, 40.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\495.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 2.9ms preprocess, 40.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\496.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 2.6ms preprocess, 39.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\497.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 55.2ms\n",
+      "Speed: 3.0ms preprocess, 55.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\498.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 32.5ms\n",
+      "Speed: 2.7ms preprocess, 32.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\4\\499.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 29.4ms\n",
+      "Speed: 2.7ms preprocess, 29.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\500.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.7ms\n",
+      "Speed: 3.0ms preprocess, 40.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\501.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 2.7ms preprocess, 39.2ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\502.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 2.5ms preprocess, 36.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\503.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.1ms\n",
+      "Speed: 3.0ms preprocess, 35.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\504.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 2.9ms preprocess, 38.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\505.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.3ms\n",
+      "Speed: 3.3ms preprocess, 41.3ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\506.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.6ms\n",
+      "Speed: 2.7ms preprocess, 41.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\507.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 2.8ms preprocess, 40.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\508.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.9ms\n",
+      "Speed: 3.1ms preprocess, 37.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\509.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 2.7ms preprocess, 38.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\510.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 2.8ms preprocess, 40.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\511.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 49.4ms\n",
+      "Speed: 2.9ms preprocess, 49.4ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\512.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 38.3ms\n",
+      "Speed: 3.0ms preprocess, 38.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\513.png\n",
+      "\n",
+      "0: 640x640 4 FACEs, 41.4ms\n",
+      "Speed: 2.9ms preprocess, 41.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\514.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.7ms\n",
+      "Speed: 2.9ms preprocess, 41.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\515.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.0ms\n",
+      "Speed: 2.9ms preprocess, 43.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\516.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 2.9ms preprocess, 39.7ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\517.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 3.3ms preprocess, 39.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\518.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 2.9ms preprocess, 40.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\519.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 2.9ms preprocess, 38.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\520.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 3.0ms preprocess, 39.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\521.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.5ms\n",
+      "Speed: 3.9ms preprocess, 37.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\522.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 2.7ms preprocess, 36.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\523.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.9ms\n",
+      "Speed: 3.1ms preprocess, 41.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\524.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.3ms\n",
+      "Speed: 2.6ms preprocess, 41.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\525.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 66.6ms\n",
+      "Speed: 3.1ms preprocess, 66.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\526.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 3.6ms preprocess, 40.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\527.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.7ms\n",
+      "Speed: 2.8ms preprocess, 37.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\528.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.3ms\n",
+      "Speed: 2.8ms preprocess, 38.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\529.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 39.0ms\n",
+      "Speed: 2.8ms preprocess, 39.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\530.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.5ms\n",
+      "Speed: 3.2ms preprocess, 42.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\531.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 3.2ms preprocess, 38.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\532.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.6ms\n",
+      "Speed: 2.8ms preprocess, 40.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\533.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 2.8ms preprocess, 40.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\534.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 3.2ms preprocess, 39.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\535.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 3.0ms preprocess, 40.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\536.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.0ms\n",
+      "Speed: 2.6ms preprocess, 42.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\537.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 2.7ms preprocess, 37.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\538.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 2.8ms preprocess, 39.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\539.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 45.0ms\n",
+      "Speed: 3.0ms preprocess, 45.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\540.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.9ms\n",
+      "Speed: 3.3ms preprocess, 40.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\541.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.0ms\n",
+      "Speed: 3.0ms preprocess, 40.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\542.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 3.0ms preprocess, 36.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\543.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 2.8ms preprocess, 39.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\544.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 3.1ms preprocess, 39.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\545.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 3.4ms preprocess, 39.3ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\546.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 40.5ms\n",
+      "Speed: 3.6ms preprocess, 40.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\547.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.7ms\n",
+      "Speed: 3.2ms preprocess, 41.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\548.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.5ms\n",
+      "Speed: 3.0ms preprocess, 41.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\549.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 3.1ms preprocess, 38.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\550.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.2ms\n",
+      "Speed: 2.8ms preprocess, 41.2ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\551.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 3.1ms preprocess, 40.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\552.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.3ms\n",
+      "Speed: 2.7ms preprocess, 38.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\553.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 46.5ms\n",
+      "Speed: 3.0ms preprocess, 46.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\554.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.7ms\n",
+      "Speed: 3.0ms preprocess, 37.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\555.png\n",
+      "\n",
+      "0: 640x640 4 FACEs, 41.1ms\n",
+      "Speed: 3.4ms preprocess, 41.1ms inference, 2.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\556.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.5ms\n",
+      "Speed: 3.4ms preprocess, 39.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\557.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.8ms\n",
+      "Speed: 3.4ms preprocess, 36.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\558.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 3.0ms preprocess, 38.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\559.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.5ms\n",
+      "Speed: 3.0ms preprocess, 39.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\560.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.2ms\n",
+      "Speed: 3.1ms preprocess, 44.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\561.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.1ms\n",
+      "Speed: 2.7ms preprocess, 44.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\562.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 38.2ms\n",
+      "Speed: 2.9ms preprocess, 38.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\563.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.5ms\n",
+      "Speed: 3.0ms preprocess, 43.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\564.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 3.0ms preprocess, 39.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\565.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 2.7ms preprocess, 39.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\566.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.4ms\n",
+      "Speed: 2.8ms preprocess, 41.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\567.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 2.8ms preprocess, 41.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\568.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 3.3ms preprocess, 38.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\569.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 48.1ms\n",
+      "Speed: 2.6ms preprocess, 48.1ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\570.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.0ms\n",
+      "Speed: 3.4ms preprocess, 40.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\571.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.1ms\n",
+      "Speed: 2.9ms preprocess, 43.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\572.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.5ms\n",
+      "Speed: 3.0ms preprocess, 42.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\573.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 3.1ms preprocess, 39.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\574.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 39.7ms\n",
+      "Speed: 2.6ms preprocess, 39.7ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\575.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 2.6ms preprocess, 40.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\576.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.9ms\n",
+      "Speed: 3.1ms preprocess, 42.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\577.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.9ms\n",
+      "Speed: 3.3ms preprocess, 40.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\578.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 3.0ms preprocess, 39.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\579.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 2.8ms preprocess, 38.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\580.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 2.8ms preprocess, 38.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\581.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.9ms\n",
+      "Speed: 2.8ms preprocess, 40.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\582.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 3.6ms preprocess, 39.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\583.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 2.6ms preprocess, 39.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\584.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 2.9ms preprocess, 40.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\585.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 3.2ms preprocess, 39.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\586.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 3.3ms preprocess, 39.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\587.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 45.2ms\n",
+      "Speed: 3.9ms preprocess, 45.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\588.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 3.0ms preprocess, 38.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\589.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.8ms\n",
+      "Speed: 4.4ms preprocess, 39.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\590.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 3.0ms preprocess, 37.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\591.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 3.0ms preprocess, 39.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\592.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.0ms\n",
+      "Speed: 3.0ms preprocess, 40.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\593.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 2.8ms preprocess, 39.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\594.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.6ms\n",
+      "Speed: 2.5ms preprocess, 42.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\595.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 2.9ms preprocess, 40.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\596.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.8ms\n",
+      "Speed: 2.9ms preprocess, 38.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\597.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 2.9ms preprocess, 40.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\598.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 2.9ms preprocess, 40.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\5\\599.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.9ms\n",
+      "Speed: 2.6ms preprocess, 40.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\600.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.4ms\n",
+      "Speed: 3.0ms preprocess, 41.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\601.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 4.4ms preprocess, 39.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\602.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 48.0ms\n",
+      "Speed: 3.3ms preprocess, 48.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\603.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.8ms\n",
+      "Speed: 2.9ms preprocess, 39.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\604.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.3ms\n",
+      "Speed: 2.7ms preprocess, 38.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\605.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 2.9ms preprocess, 40.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\606.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 3.3ms preprocess, 39.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\607.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.6ms\n",
+      "Speed: 4.8ms preprocess, 37.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\608.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.0ms\n",
+      "Speed: 2.9ms preprocess, 40.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\609.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 3.0ms preprocess, 39.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\610.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 2.9ms preprocess, 39.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\611.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 3.3ms preprocess, 40.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\612.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 2.9ms preprocess, 40.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\613.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 6.0ms preprocess, 37.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\614.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 2.9ms preprocess, 38.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\615.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 2.8ms preprocess, 39.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\616.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.5ms\n",
+      "Speed: 2.5ms preprocess, 42.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\617.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 46.0ms\n",
+      "Speed: 3.5ms preprocess, 46.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\618.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 3.4ms preprocess, 39.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\619.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.7ms\n",
+      "Speed: 3.7ms preprocess, 40.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\620.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 2.7ms preprocess, 38.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\621.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.0ms\n",
+      "Speed: 2.9ms preprocess, 37.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\622.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 2.7ms preprocess, 40.5ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\623.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.1ms\n",
+      "Speed: 3.0ms preprocess, 41.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\624.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 3.3ms preprocess, 40.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\625.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.1ms\n",
+      "Speed: 2.8ms preprocess, 42.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\626.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 42.4ms\n",
+      "Speed: 3.1ms preprocess, 42.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\627.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 36.5ms\n",
+      "Speed: 3.0ms preprocess, 36.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\628.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 3.1ms preprocess, 39.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\629.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.4ms\n",
+      "Speed: 3.0ms preprocess, 41.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\630.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 2.8ms preprocess, 38.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\631.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 3.1ms preprocess, 39.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\632.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.9ms\n",
+      "Speed: 2.9ms preprocess, 37.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\633.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 51.5ms\n",
+      "Speed: 2.8ms preprocess, 51.5ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\634.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 2.5ms preprocess, 39.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\635.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.3ms\n",
+      "Speed: 3.6ms preprocess, 38.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\636.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.3ms\n",
+      "Speed: 3.0ms preprocess, 42.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\637.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.4ms\n",
+      "Speed: 3.6ms preprocess, 41.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\638.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.8ms\n",
+      "Speed: 2.6ms preprocess, 39.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\639.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.4ms\n",
+      "Speed: 2.8ms preprocess, 37.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\640.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 3.1ms preprocess, 40.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\641.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 4.4ms preprocess, 40.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\642.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 2.6ms preprocess, 39.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\643.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.6ms\n",
+      "Speed: 3.1ms preprocess, 37.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\644.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 3.2ms preprocess, 38.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\645.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 2.9ms preprocess, 38.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\646.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.5ms\n",
+      "Speed: 2.7ms preprocess, 41.5ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\647.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 2.9ms preprocess, 39.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\648.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 55.8ms\n",
+      "Speed: 3.5ms preprocess, 55.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\649.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 2.8ms preprocess, 38.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\650.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.4ms\n",
+      "Speed: 2.8ms preprocess, 41.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\651.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 2.9ms preprocess, 39.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\652.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.0ms preprocess, 40.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\653.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 39.1ms\n",
+      "Speed: 2.8ms preprocess, 39.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\654.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 2.6ms preprocess, 39.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\655.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 40.9ms\n",
+      "Speed: 3.0ms preprocess, 40.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\656.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 3.4ms preprocess, 36.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\657.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.5ms\n",
+      "Speed: 2.8ms preprocess, 42.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\658.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 2.9ms preprocess, 37.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\659.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 4.5ms preprocess, 40.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\660.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 3.3ms preprocess, 40.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\661.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 3.9ms preprocess, 41.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\662.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 3.1ms preprocess, 39.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\663.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.4ms\n",
+      "Speed: 2.9ms preprocess, 44.4ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\664.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.4ms\n",
+      "Speed: 3.7ms preprocess, 36.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\665.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.0ms\n",
+      "Speed: 2.8ms preprocess, 40.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\666.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.6ms\n",
+      "Speed: 2.9ms preprocess, 41.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\667.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.0ms\n",
+      "Speed: 2.8ms preprocess, 42.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\668.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.4ms\n",
+      "Speed: 2.9ms preprocess, 42.4ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\669.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.1ms preprocess, 40.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\670.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.3ms preprocess, 40.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\671.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 4.5ms preprocess, 40.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\672.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 2.8ms preprocess, 37.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\673.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.5ms\n",
+      "Speed: 2.6ms preprocess, 41.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\674.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.9ms\n",
+      "Speed: 3.0ms preprocess, 40.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\675.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.2ms\n",
+      "Speed: 3.0ms preprocess, 40.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\676.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 3.0ms preprocess, 40.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\677.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 51.0ms\n",
+      "Speed: 3.3ms preprocess, 51.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\678.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 2.8ms preprocess, 38.5ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\679.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.8ms\n",
+      "Speed: 2.6ms preprocess, 39.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\680.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.2ms\n",
+      "Speed: 2.8ms preprocess, 35.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\681.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 2.9ms preprocess, 40.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\682.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.3ms\n",
+      "Speed: 2.6ms preprocess, 37.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\683.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 2.8ms preprocess, 39.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\684.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.9ms\n",
+      "Speed: 3.6ms preprocess, 41.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\685.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.4ms\n",
+      "Speed: 2.8ms preprocess, 41.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\686.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.3ms\n",
+      "Speed: 3.8ms preprocess, 41.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\687.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 2.9ms preprocess, 39.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\688.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.5ms\n",
+      "Speed: 2.9ms preprocess, 39.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\689.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.2ms\n",
+      "Speed: 3.5ms preprocess, 36.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\690.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 3.2ms preprocess, 38.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\691.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.4ms\n",
+      "Speed: 3.6ms preprocess, 42.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\692.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 42.4ms\n",
+      "Speed: 3.1ms preprocess, 42.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\693.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 2.8ms preprocess, 40.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\694.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.2ms\n",
+      "Speed: 2.9ms preprocess, 40.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\695.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.5ms\n",
+      "Speed: 4.4ms preprocess, 39.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\696.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.6ms\n",
+      "Speed: 2.8ms preprocess, 42.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\697.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 2.9ms preprocess, 40.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\698.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 3.4ms preprocess, 39.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\6\\699.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 2.6ms preprocess, 39.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\700.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 3.1ms preprocess, 38.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\701.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 3.5ms preprocess, 38.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\702.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 2.5ms preprocess, 38.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\703.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 3.1ms preprocess, 40.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\704.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.8ms\n",
+      "Speed: 3.1ms preprocess, 39.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\705.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 54.6ms\n",
+      "Speed: 3.0ms preprocess, 54.6ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\706.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.6ms\n",
+      "Speed: 3.0ms preprocess, 41.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\707.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 2.8ms preprocess, 40.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\708.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.1ms\n",
+      "Speed: 3.3ms preprocess, 37.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\709.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 3.0ms preprocess, 36.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\710.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 37.7ms\n",
+      "Speed: 3.2ms preprocess, 37.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\711.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 3.1ms preprocess, 37.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\712.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 3.0ms preprocess, 38.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\713.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 7.1ms preprocess, 41.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\714.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.4ms\n",
+      "Speed: 3.2ms preprocess, 36.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\715.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.2ms\n",
+      "Speed: 2.7ms preprocess, 41.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\716.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 2.8ms preprocess, 39.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\717.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 3.1ms preprocess, 36.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\718.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 3.2ms preprocess, 40.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\719.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.8ms\n",
+      "Speed: 3.1ms preprocess, 42.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\720.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 2.9ms preprocess, 39.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\721.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.6ms\n",
+      "Speed: 2.6ms preprocess, 35.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\722.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 3.5ms preprocess, 38.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\723.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 2.8ms preprocess, 38.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\724.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 5.3ms preprocess, 39.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\725.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 3.4ms preprocess, 38.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\726.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.5ms\n",
+      "Speed: 3.6ms preprocess, 37.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\727.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.7ms\n",
+      "Speed: 2.5ms preprocess, 40.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\728.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 3.0ms preprocess, 38.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\729.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.4ms\n",
+      "Speed: 2.6ms preprocess, 37.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\730.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 3.1ms preprocess, 38.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\731.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 3.9ms preprocess, 36.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\732.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.9ms\n",
+      "Speed: 2.9ms preprocess, 36.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\733.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 56.5ms\n",
+      "Speed: 2.6ms preprocess, 56.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\734.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 3.8ms preprocess, 38.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\735.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.7ms\n",
+      "Speed: 2.7ms preprocess, 40.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\736.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 2.7ms preprocess, 40.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\737.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.9ms\n",
+      "Speed: 3.0ms preprocess, 40.9ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\738.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.4ms\n",
+      "Speed: 2.9ms preprocess, 43.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\739.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 3.0ms preprocess, 39.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\740.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 2.5ms preprocess, 39.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\741.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.4ms\n",
+      "Speed: 2.7ms preprocess, 37.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\742.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.2ms\n",
+      "Speed: 2.9ms preprocess, 41.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\743.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 3.2ms preprocess, 39.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\744.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.2ms\n",
+      "Speed: 2.6ms preprocess, 35.2ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\745.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 2.7ms preprocess, 39.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\746.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.2ms\n",
+      "Speed: 3.0ms preprocess, 40.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\747.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.4ms\n",
+      "Speed: 2.9ms preprocess, 44.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\748.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 3.7ms preprocess, 38.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\749.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 3.1ms preprocess, 41.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\750.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.1ms\n",
+      "Speed: 2.8ms preprocess, 42.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\751.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.4ms\n",
+      "Speed: 2.8ms preprocess, 44.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\752.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 2.9ms preprocess, 39.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\753.png\n",
+      "\n",
+      "0: 640x640 (no detections), 40.1ms\n",
+      "Speed: 3.2ms preprocess, 40.1ms inference, 0.6ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\754.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.8ms\n",
+      "Speed: 3.3ms preprocess, 36.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\755.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.9ms\n",
+      "Speed: 3.2ms preprocess, 41.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\756.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 3.0ms preprocess, 41.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\757.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.8ms\n",
+      "Speed: 3.1ms preprocess, 38.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\758.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.4ms\n",
+      "Speed: 3.4ms preprocess, 37.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\759.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 3.0ms preprocess, 37.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\760.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 3.0ms preprocess, 36.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\761.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.0ms\n",
+      "Speed: 2.7ms preprocess, 37.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\762.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 54.8ms\n",
+      "Speed: 3.4ms preprocess, 54.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\763.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 3.0ms preprocess, 39.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\764.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 2.8ms preprocess, 39.1ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\765.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 2.7ms preprocess, 39.4ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\766.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.7ms\n",
+      "Speed: 2.8ms preprocess, 42.7ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\767.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 3.3ms preprocess, 39.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\768.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 2.9ms preprocess, 38.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\769.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 2.9ms preprocess, 39.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\770.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 2.7ms preprocess, 40.8ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\771.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.8ms\n",
+      "Speed: 3.2ms preprocess, 43.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\772.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 3.7ms preprocess, 39.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\773.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 3.3ms preprocess, 40.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\774.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.6ms\n",
+      "Speed: 3.8ms preprocess, 40.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\775.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.8ms\n",
+      "Speed: 3.0ms preprocess, 42.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\776.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 50.7ms\n",
+      "Speed: 4.3ms preprocess, 50.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\777.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 46.3ms\n",
+      "Speed: 3.3ms preprocess, 46.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\778.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.5ms\n",
+      "Speed: 3.4ms preprocess, 43.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\779.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 45.4ms\n",
+      "Speed: 3.2ms preprocess, 45.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\780.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.1ms\n",
+      "Speed: 3.0ms preprocess, 41.1ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\781.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.3ms\n",
+      "Speed: 3.2ms preprocess, 41.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\782.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 2.8ms preprocess, 38.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\783.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 3.6ms preprocess, 39.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\784.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.4ms\n",
+      "Speed: 3.3ms preprocess, 41.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\785.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 2.8ms preprocess, 39.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\786.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 2.7ms preprocess, 39.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\787.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.7ms\n",
+      "Speed: 3.8ms preprocess, 43.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\788.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 3.1ms preprocess, 39.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\789.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.3ms\n",
+      "Speed: 2.9ms preprocess, 35.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\790.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.7ms\n",
+      "Speed: 3.3ms preprocess, 40.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\791.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 3.0ms preprocess, 39.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\792.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 40.3ms\n",
+      "Speed: 2.8ms preprocess, 40.3ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\793.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 3.1ms preprocess, 38.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\794.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 2.7ms preprocess, 38.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\795.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 2.8ms preprocess, 38.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\796.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 3.2ms preprocess, 38.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\797.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.2ms preprocess, 40.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\798.png\n",
+      "\n",
+      "0: 640x640 3 FACEs, 40.9ms\n",
+      "Speed: 3.0ms preprocess, 40.9ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\7\\799.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 3.7ms preprocess, 40.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\800.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.9ms\n",
+      "Speed: 2.9ms preprocess, 36.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\801.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.1ms\n",
+      "Speed: 3.0ms preprocess, 44.1ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\802.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 3.8ms preprocess, 38.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\803.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 3.1ms preprocess, 38.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\804.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.1ms\n",
+      "Speed: 3.1ms preprocess, 41.1ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\805.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 2.8ms preprocess, 39.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\806.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.6ms\n",
+      "Speed: 3.0ms preprocess, 38.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\807.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 2.9ms preprocess, 38.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\808.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 2.9ms preprocess, 40.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\809.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 3.1ms preprocess, 39.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\810.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.7ms\n",
+      "Speed: 3.0ms preprocess, 44.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\811.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.7ms\n",
+      "Speed: 3.1ms preprocess, 40.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\812.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.3ms\n",
+      "Speed: 2.8ms preprocess, 38.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\813.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 41.2ms\n",
+      "Speed: 2.9ms preprocess, 41.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\814.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.0ms\n",
+      "Speed: 2.6ms preprocess, 40.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\815.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 50.4ms\n",
+      "Speed: 2.9ms preprocess, 50.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\816.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 3.0ms preprocess, 37.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\817.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.6ms\n",
+      "Speed: 3.0ms preprocess, 41.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\818.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.7ms\n",
+      "Speed: 3.0ms preprocess, 41.7ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\819.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.2ms\n",
+      "Speed: 3.2ms preprocess, 44.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\820.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 36.6ms\n",
+      "Speed: 2.8ms preprocess, 36.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\821.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.9ms\n",
+      "Speed: 2.9ms preprocess, 41.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\822.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 2.7ms preprocess, 41.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\823.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.3ms\n",
+      "Speed: 3.1ms preprocess, 38.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\824.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.6ms\n",
+      "Speed: 2.8ms preprocess, 41.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\825.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.9ms\n",
+      "Speed: 3.3ms preprocess, 42.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\826.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.5ms\n",
+      "Speed: 2.9ms preprocess, 37.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\827.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.8ms\n",
+      "Speed: 3.5ms preprocess, 39.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\828.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.3ms\n",
+      "Speed: 3.0ms preprocess, 38.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\829.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.3ms\n",
+      "Speed: 2.9ms preprocess, 41.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\830.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 2.9ms preprocess, 37.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\831.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 51.3ms\n",
+      "Speed: 5.5ms preprocess, 51.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\832.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 2.9ms preprocess, 38.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\833.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 3.3ms preprocess, 38.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\834.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 3.0ms preprocess, 38.9ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\835.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 4.3ms preprocess, 39.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\836.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.4ms\n",
+      "Speed: 7.4ms preprocess, 41.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\837.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.5ms\n",
+      "Speed: 2.7ms preprocess, 41.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\838.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.5ms\n",
+      "Speed: 2.7ms preprocess, 39.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\839.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 3.7ms preprocess, 40.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\840.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 39.7ms\n",
+      "Speed: 2.7ms preprocess, 39.7ms inference, 1.4ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\841.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 3.0ms preprocess, 38.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\842.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 3.0ms preprocess, 41.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\843.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 3.0ms preprocess, 39.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\844.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.3ms\n",
+      "Speed: 2.8ms preprocess, 37.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\845.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.6ms\n",
+      "Speed: 3.1ms preprocess, 40.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\846.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 3.3ms preprocess, 38.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\847.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.7ms\n",
+      "Speed: 3.3ms preprocess, 40.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\848.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 3.1ms preprocess, 41.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\849.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 3.0ms preprocess, 40.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\850.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 4.1ms preprocess, 40.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\851.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 3.0ms preprocess, 38.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\852.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 2.8ms preprocess, 38.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\853.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 2.9ms preprocess, 40.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\854.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 3.0ms preprocess, 39.7ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\855.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 3.2ms preprocess, 39.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\856.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 40.0ms\n",
+      "Speed: 3.3ms preprocess, 40.0ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\857.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.8ms\n",
+      "Speed: 3.0ms preprocess, 39.8ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\858.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 47.7ms\n",
+      "Speed: 2.7ms preprocess, 47.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\859.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 5.0ms preprocess, 38.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\860.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.7ms\n",
+      "Speed: 3.7ms preprocess, 37.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\861.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 3.6ms preprocess, 38.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\862.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 3.0ms preprocess, 39.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\863.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 2.9ms preprocess, 39.9ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\864.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 2.6ms preprocess, 38.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\865.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 2.7ms preprocess, 37.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\866.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 56.6ms\n",
+      "Speed: 3.1ms preprocess, 56.6ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\867.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 48.0ms\n",
+      "Speed: 3.3ms preprocess, 48.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\868.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 45.7ms\n",
+      "Speed: 3.3ms preprocess, 45.7ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\869.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.2ms\n",
+      "Speed: 3.0ms preprocess, 42.2ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\870.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 61.6ms\n",
+      "Speed: 3.6ms preprocess, 61.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\871.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.8ms\n",
+      "Speed: 3.2ms preprocess, 42.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\872.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 2.8ms preprocess, 40.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\873.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 3.5ms preprocess, 40.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\874.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.9ms\n",
+      "Speed: 3.1ms preprocess, 40.9ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\875.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.3ms\n",
+      "Speed: 3.0ms preprocess, 42.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\876.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.5ms\n",
+      "Speed: 3.0ms preprocess, 39.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\877.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.6ms\n",
+      "Speed: 2.6ms preprocess, 40.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\878.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 2.7ms preprocess, 39.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\879.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.2ms\n",
+      "Speed: 3.0ms preprocess, 41.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\880.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.7ms\n",
+      "Speed: 3.1ms preprocess, 38.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\881.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.1ms\n",
+      "Speed: 3.3ms preprocess, 42.1ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\882.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.7ms\n",
+      "Speed: 2.7ms preprocess, 44.7ms inference, 1.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\883.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 4.3ms preprocess, 40.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\884.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 39.8ms\n",
+      "Speed: 2.8ms preprocess, 39.8ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\885.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.1ms\n",
+      "Speed: 3.0ms preprocess, 43.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\886.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 2.9ms preprocess, 38.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\887.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.3ms\n",
+      "Speed: 2.9ms preprocess, 41.3ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\888.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.4ms\n",
+      "Speed: 3.4ms preprocess, 41.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\889.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.0ms\n",
+      "Speed: 3.0ms preprocess, 42.0ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\890.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.7ms\n",
+      "Speed: 3.2ms preprocess, 44.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\891.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 2.9ms preprocess, 40.1ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\892.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 2.7ms preprocess, 41.0ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\893.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 3.0ms preprocess, 39.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\894.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.9ms\n",
+      "Speed: 2.6ms preprocess, 36.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\895.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.0ms\n",
+      "Speed: 3.5ms preprocess, 43.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\896.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 3.9ms preprocess, 41.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\897.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 44.6ms\n",
+      "Speed: 2.9ms preprocess, 44.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\898.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.5ms\n",
+      "Speed: 4.5ms preprocess, 42.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\8\\899.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.6ms\n",
+      "Speed: 3.2ms preprocess, 41.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\900.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.3ms\n",
+      "Speed: 3.1ms preprocess, 41.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\901.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.9ms\n",
+      "Speed: 3.3ms preprocess, 39.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\902.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.9ms\n",
+      "Speed: 2.9ms preprocess, 42.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\903.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.0ms\n",
+      "Speed: 3.4ms preprocess, 40.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\904.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 3.6ms preprocess, 39.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\905.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.4ms\n",
+      "Speed: 3.0ms preprocess, 43.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\906.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 2.8ms preprocess, 40.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\907.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.8ms\n",
+      "Speed: 3.0ms preprocess, 39.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\908.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 3.0ms preprocess, 38.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\909.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 49.0ms\n",
+      "Speed: 3.1ms preprocess, 49.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\910.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.6ms\n",
+      "Speed: 3.6ms preprocess, 40.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\911.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 2.6ms preprocess, 39.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\912.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.6ms\n",
+      "Speed: 3.3ms preprocess, 40.6ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\913.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 3.4ms preprocess, 40.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\914.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.8ms\n",
+      "Speed: 3.4ms preprocess, 41.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\915.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.6ms\n",
+      "Speed: 3.1ms preprocess, 41.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\916.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.6ms\n",
+      "Speed: 3.0ms preprocess, 39.6ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\917.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.9ms\n",
+      "Speed: 2.8ms preprocess, 42.9ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\918.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.0ms\n",
+      "Speed: 2.8ms preprocess, 40.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\919.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 2.8ms preprocess, 39.2ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\920.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.9ms\n",
+      "Speed: 3.0ms preprocess, 41.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\921.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 3.1ms preprocess, 38.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\922.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.5ms\n",
+      "Speed: 3.2ms preprocess, 41.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\923.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 60.2ms\n",
+      "Speed: 3.2ms preprocess, 60.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\924.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.2ms\n",
+      "Speed: 2.9ms preprocess, 42.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\925.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 3.2ms preprocess, 39.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\926.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.8ms\n",
+      "Speed: 2.7ms preprocess, 41.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\927.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.2ms\n",
+      "Speed: 3.2ms preprocess, 37.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\928.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.9ms\n",
+      "Speed: 2.9ms preprocess, 37.9ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\929.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 37.8ms\n",
+      "Speed: 4.0ms preprocess, 37.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\930.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 3.0ms preprocess, 38.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\931.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 2.8ms preprocess, 38.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\932.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 2.9ms preprocess, 38.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\933.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.0ms\n",
+      "Speed: 2.7ms preprocess, 39.0ms inference, 1.3ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\934.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 3.1ms preprocess, 39.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\935.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 2.8ms preprocess, 36.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\936.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.2ms\n",
+      "Speed: 3.4ms preprocess, 41.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\937.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 3.1ms preprocess, 40.5ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\938.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.9ms\n",
+      "Speed: 2.8ms preprocess, 42.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\939.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.7ms\n",
+      "Speed: 3.0ms preprocess, 40.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\940.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.0ms\n",
+      "Speed: 2.9ms preprocess, 41.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\941.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.5ms\n",
+      "Speed: 2.8ms preprocess, 39.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\942.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 3.3ms preprocess, 38.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\943.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.9ms\n",
+      "Speed: 3.0ms preprocess, 40.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\944.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.4ms\n",
+      "Speed: 3.1ms preprocess, 38.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\945.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.9ms\n",
+      "Speed: 3.2ms preprocess, 42.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\946.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 38.7ms\n",
+      "Speed: 2.9ms preprocess, 38.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\947.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.7ms\n",
+      "Speed: 4.4ms preprocess, 36.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\948.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.3ms\n",
+      "Speed: 2.6ms preprocess, 35.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\949.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 2.6ms preprocess, 36.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\950.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 47.8ms\n",
+      "Speed: 6.1ms preprocess, 47.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\951.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 2.9ms preprocess, 40.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\952.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.5ms\n",
+      "Speed: 3.2ms preprocess, 38.5ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\953.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.6ms\n",
+      "Speed: 2.8ms preprocess, 36.6ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\954.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.8ms\n",
+      "Speed: 3.7ms preprocess, 40.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\955.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.1ms\n",
+      "Speed: 3.7ms preprocess, 40.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\956.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.3ms\n",
+      "Speed: 2.7ms preprocess, 41.3ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\957.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.3ms\n",
+      "Speed: 3.0ms preprocess, 39.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\958.png\n",
+      "\n",
+      "0: 640x640 3 FACEs, 44.0ms\n",
+      "Speed: 2.9ms preprocess, 44.0ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\959.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.1ms\n",
+      "Speed: 3.3ms preprocess, 39.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\960.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.4ms\n",
+      "Speed: 4.5ms preprocess, 36.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\961.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 3.5ms preprocess, 39.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\962.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.7ms\n",
+      "Speed: 3.2ms preprocess, 41.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\963.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.4ms\n",
+      "Speed: 3.1ms preprocess, 42.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\964.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.9ms\n",
+      "Speed: 2.8ms preprocess, 38.9ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\965.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.2ms\n",
+      "Speed: 3.2ms preprocess, 40.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\966.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 41.7ms\n",
+      "Speed: 2.9ms preprocess, 41.7ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\967.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.7ms\n",
+      "Speed: 2.9ms preprocess, 39.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\968.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 49.8ms\n",
+      "Speed: 6.1ms preprocess, 49.8ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\969.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 2.9ms preprocess, 39.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\970.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.3ms\n",
+      "Speed: 2.8ms preprocess, 40.3ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\971.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 39.1ms\n",
+      "Speed: 3.2ms preprocess, 39.1ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\972.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.2ms\n",
+      "Speed: 4.6ms preprocess, 43.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\973.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 3.8ms preprocess, 38.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\974.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 2.7ms preprocess, 40.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\975.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.3ms\n",
+      "Speed: 2.7ms preprocess, 36.3ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\976.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.2ms\n",
+      "Speed: 2.7ms preprocess, 42.2ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\977.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.4ms\n",
+      "Speed: 4.0ms preprocess, 40.4ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\978.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.2ms\n",
+      "Speed: 3.2ms preprocess, 38.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\979.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.5ms\n",
+      "Speed: 3.0ms preprocess, 40.5ms inference, 0.7ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\980.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 53.8ms\n",
+      "Speed: 3.2ms preprocess, 53.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\981.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 2.9ms preprocess, 39.2ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\982.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.8ms\n",
+      "Speed: 2.6ms preprocess, 42.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\983.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.0ms\n",
+      "Speed: 2.8ms preprocess, 42.0ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\984.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.1ms\n",
+      "Speed: 3.0ms preprocess, 38.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\985.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 38.0ms\n",
+      "Speed: 2.7ms preprocess, 38.0ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\986.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 46.4ms\n",
+      "Speed: 3.0ms preprocess, 46.4ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\987.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.9ms\n",
+      "Speed: 3.5ms preprocess, 40.9ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\988.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.6ms\n",
+      "Speed: 2.8ms preprocess, 42.6ms inference, 1.5ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\989.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 35.7ms\n",
+      "Speed: 3.0ms preprocess, 35.7ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\990.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 40.0ms\n",
+      "Speed: 3.1ms preprocess, 40.0ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\991.png\n",
+      "\n",
+      "0: 640x640 2 FACEs, 42.5ms\n",
+      "Speed: 3.3ms preprocess, 42.5ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\992.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 53.4ms\n",
+      "Speed: 3.0ms preprocess, 53.4ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\993.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 43.1ms\n",
+      "Speed: 3.4ms preprocess, 43.1ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\994.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.9ms\n",
+      "Speed: 4.3ms preprocess, 36.9ms inference, 1.1ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\995.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.5ms\n",
+      "Speed: 2.7ms preprocess, 36.5ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\996.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.2ms\n",
+      "Speed: 2.9ms preprocess, 39.2ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\997.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 39.4ms\n",
+      "Speed: 3.0ms preprocess, 39.4ms inference, 0.8ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\998.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 36.2ms\n",
+      "Speed: 2.8ms preprocess, 36.2ms inference, 1.2ms postprocess per image at shape (1, 3, 640, 640)\n",
+      "Data\\9\\999.png\n",
+      "\n",
+      "0: 640x640 1 FACE, 42.7ms\n",
+      "Speed: 2.9ms preprocess, 42.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)\n"
+     ]
+    }
+   ],
+   "source": [
+    "import os\n",
+    "\n",
+    "with open(\"Dataset\\\\metadata.jsonl\", \"w+\") as f:\n",
+    "    for dirname, _, filenames in os.walk('Data'):\n",
+    "        for filename in filenames:\n",
+    "            print(dirname[-6:] + f'\\\\{filename}')\n",
+    "            crop_image(dirname[-6:] + f'\\\\{filename}', celebrities)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "перекладываем датасет в zip"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "a347f4103a4b45978546251148bd371f",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Resolving data files:   0%|          | 0/2001 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "700eeb6023e241f085bc53922ed611c3",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Downloading data:   0%|          | 0/2001 [00:00<?, ?files/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "ename": "ArrowInvalid",
+     "evalue": "JSON parse error: Missing a name for object member. in row 0",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
+      "\u001b[31mArrowInvalid\u001b[39m                              Traceback (most recent call last)",
+      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[23]\u001b[39m\u001b[32m, line 3\u001b[39m\n\u001b[32m      1\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mdatasets\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m load_dataset\n\u001b[32m----> \u001b[39m\u001b[32m3\u001b[39m ds = dataset = \u001b[43mload_dataset\u001b[49m\u001b[43m(\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mimagefolder\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata_dir\u001b[49m\u001b[43m=\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mDataset\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\datasets\\load.py:1417\u001b[39m, in \u001b[36mload_dataset\u001b[39m\u001b[34m(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, verification_mode, keep_in_memory, save_infos, revision, token, streaming, num_proc, storage_options, **config_kwargs)\u001b[39m\n\u001b[32m   1414\u001b[39m     \u001b[38;5;28;01mreturn\u001b[39;00m builder_instance.as_streaming_dataset(split=split)\n\u001b[32m   1416\u001b[39m \u001b[38;5;66;03m# Download and prepare data\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m1417\u001b[39m \u001b[43mbuilder_instance\u001b[49m\u001b[43m.\u001b[49m\u001b[43mdownload_and_prepare\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m   1418\u001b[39m \u001b[43m    \u001b[49m\u001b[43mdownload_config\u001b[49m\u001b[43m=\u001b[49m\u001b[43mdownload_config\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   1419\u001b[39m \u001b[43m    \u001b[49m\u001b[43mdownload_mode\u001b[49m\u001b[43m=\u001b[49m\u001b[43mdownload_mode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   1420\u001b[39m \u001b[43m    \u001b[49m\u001b[43mverification_mode\u001b[49m\u001b[43m=\u001b[49m\u001b[43mverification_mode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   1421\u001b[39m \u001b[43m    \u001b[49m\u001b[43mnum_proc\u001b[49m\u001b[43m=\u001b[49m\u001b[43mnum_proc\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   1422\u001b[39m \u001b[43m    \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[43m=\u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   1423\u001b[39m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m   1425\u001b[39m \u001b[38;5;66;03m# Build dataset for splits\u001b[39;00m\n\u001b[32m   1426\u001b[39m keep_in_memory = (\n\u001b[32m   1427\u001b[39m     keep_in_memory \u001b[38;5;28;01mif\u001b[39;00m keep_in_memory \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m is_small_dataset(builder_instance.info.dataset_size)\n\u001b[32m   1428\u001b[39m )\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\datasets\\builder.py:894\u001b[39m, in \u001b[36mDatasetBuilder.download_and_prepare\u001b[39m\u001b[34m(self, output_dir, download_config, download_mode, verification_mode, dl_manager, base_path, file_format, max_shard_size, num_proc, storage_options, **download_and_prepare_kwargs)\u001b[39m\n\u001b[32m    892\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m num_proc \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m    893\u001b[39m     prepare_split_kwargs[\u001b[33m\"\u001b[39m\u001b[33mnum_proc\u001b[39m\u001b[33m\"\u001b[39m] = num_proc\n\u001b[32m--> \u001b[39m\u001b[32m894\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_download_and_prepare\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m    895\u001b[39m \u001b[43m    \u001b[49m\u001b[43mdl_manager\u001b[49m\u001b[43m=\u001b[49m\u001b[43mdl_manager\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    896\u001b[39m \u001b[43m    \u001b[49m\u001b[43mverification_mode\u001b[49m\u001b[43m=\u001b[49m\u001b[43mverification_mode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    897\u001b[39m \u001b[43m    \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mprepare_split_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    898\u001b[39m \u001b[43m    \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mdownload_and_prepare_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m    899\u001b[39m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m    900\u001b[39m \u001b[38;5;66;03m# Sync info\u001b[39;00m\n\u001b[32m    901\u001b[39m \u001b[38;5;28mself\u001b[39m.info.dataset_size = \u001b[38;5;28msum\u001b[39m(split.num_bytes \u001b[38;5;28;01mfor\u001b[39;00m split \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m.info.splits.values())\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\datasets\\builder.py:1609\u001b[39m, in \u001b[36mGeneratorBasedBuilder._download_and_prepare\u001b[39m\u001b[34m(self, dl_manager, verification_mode, **prepare_splits_kwargs)\u001b[39m\n\u001b[32m   1608\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m_download_and_prepare\u001b[39m(\u001b[38;5;28mself\u001b[39m, dl_manager, verification_mode, **prepare_splits_kwargs):\n\u001b[32m-> \u001b[39m\u001b[32m1609\u001b[39m     \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m.\u001b[49m\u001b[43m_download_and_prepare\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m   1610\u001b[39m \u001b[43m        \u001b[49m\u001b[43mdl_manager\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   1611\u001b[39m \u001b[43m        \u001b[49m\u001b[43mverification_mode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   1612\u001b[39m \u001b[43m        \u001b[49m\u001b[43mcheck_duplicate_keys\u001b[49m\u001b[43m=\u001b[49m\u001b[43mverification_mode\u001b[49m\u001b[43m \u001b[49m\u001b[43m==\u001b[49m\u001b[43m \u001b[49m\u001b[43mVerificationMode\u001b[49m\u001b[43m.\u001b[49m\u001b[43mBASIC_CHECKS\u001b[49m\n\u001b[32m   1613\u001b[39m \u001b[43m        \u001b[49m\u001b[38;5;129;43;01mor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mverification_mode\u001b[49m\u001b[43m \u001b[49m\u001b[43m==\u001b[49m\u001b[43m \u001b[49m\u001b[43mVerificationMode\u001b[49m\u001b[43m.\u001b[49m\u001b[43mALL_CHECKS\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   1614\u001b[39m \u001b[43m        \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mprepare_splits_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   1615\u001b[39m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\datasets\\builder.py:948\u001b[39m, in \u001b[36mDatasetBuilder._download_and_prepare\u001b[39m\u001b[34m(self, dl_manager, verification_mode, **prepare_split_kwargs)\u001b[39m\n\u001b[32m    946\u001b[39m split_dict = SplitDict(dataset_name=\u001b[38;5;28mself\u001b[39m.dataset_name)\n\u001b[32m    947\u001b[39m split_generators_kwargs = \u001b[38;5;28mself\u001b[39m._make_split_generators_kwargs(prepare_split_kwargs)\n\u001b[32m--> \u001b[39m\u001b[32m948\u001b[39m split_generators = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_split_generators\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdl_manager\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43msplit_generators_kwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m    950\u001b[39m \u001b[38;5;66;03m# Checksums verification\u001b[39;00m\n\u001b[32m    951\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m verification_mode == VerificationMode.ALL_CHECKS \u001b[38;5;129;01mand\u001b[39;00m dl_manager.record_checksums:\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\datasets\\packaged_modules\\folder_based_builder\\folder_based_builder.py:191\u001b[39m, in \u001b[36mFolderBasedBuilder._split_generators\u001b[39m\u001b[34m(self, dl_manager)\u001b[39m\n\u001b[32m    189\u001b[39m pa_metadata_table = \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[32m    190\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m _, downloaded_metadata_file \u001b[38;5;129;01min\u001b[39;00m split_metadata_files:\n\u001b[32m--> \u001b[39m\u001b[32m191\u001b[39m \u001b[43m    \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mpa_metadata_table\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_read_metadata\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdownloaded_metadata_file\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmetadata_ext\u001b[49m\u001b[43m=\u001b[49m\u001b[43mmetadata_ext\u001b[49m\u001b[43m)\u001b[49m\u001b[43m:\u001b[49m\n\u001b[32m    192\u001b[39m \u001b[43m        \u001b[49m\u001b[38;5;28;43;01mbreak\u001b[39;49;00m  \u001b[38;5;66;03m# just fetch the first rows\u001b[39;00m\n\u001b[32m    193\u001b[39m     \u001b[38;5;28;01mif\u001b[39;00m pa_metadata_table \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\datasets\\packaged_modules\\folder_based_builder\\folder_based_builder.py:319\u001b[39m, in \u001b[36mFolderBasedBuilder._read_metadata\u001b[39m\u001b[34m(self, metadata_file, metadata_ext)\u001b[39m\n\u001b[32m    317\u001b[39m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[32m    318\u001b[39m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m319\u001b[39m         pa_table = \u001b[43mpaj\u001b[49m\u001b[43m.\u001b[49m\u001b[43mread_json\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m    320\u001b[39m \u001b[43m            \u001b[49m\u001b[43mio\u001b[49m\u001b[43m.\u001b[49m\u001b[43mBytesIO\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbatch\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mread_options\u001b[49m\u001b[43m=\u001b[49m\u001b[43mpaj\u001b[49m\u001b[43m.\u001b[49m\u001b[43mReadOptions\u001b[49m\u001b[43m(\u001b[49m\u001b[43mblock_size\u001b[49m\u001b[43m=\u001b[49m\u001b[43mblock_size\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m    321\u001b[39m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m    322\u001b[39m         \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[32m    323\u001b[39m     \u001b[38;5;28;01mexcept\u001b[39;00m (pa.ArrowInvalid, pa.ArrowNotImplementedError) \u001b[38;5;28;01mas\u001b[39;00m e:\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\pyarrow\\_json.pyx:342\u001b[39m, in \u001b[36mpyarrow._json.read_json\u001b[39m\u001b[34m()\u001b[39m\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\pyarrow\\error.pxi:155\u001b[39m, in \u001b[36mpyarrow.lib.pyarrow_internal_check_status\u001b[39m\u001b[34m()\u001b[39m\n",
+      "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\arsen\\coding\\.venv\\Lib\\site-packages\\pyarrow\\error.pxi:92\u001b[39m, in \u001b[36mpyarrow.lib.check_status\u001b[39m\u001b[34m()\u001b[39m\n",
+      "\u001b[31mArrowInvalid\u001b[39m: JSON parse error: Missing a name for object member. in row 0"
+     ]
+    }
+   ],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting umap-learn\n",
+      "  Downloading umap_learn-0.5.9.post2-py3-none-any.whl.metadata (25 kB)\n",
+      "Requirement already satisfied: numpy>=1.23 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from umap-learn) (2.2.6)\n",
+      "Requirement already satisfied: scipy>=1.3.1 in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from umap-learn) (1.16.2)\n",
+      "Collecting scikit-learn>=1.6 (from umap-learn)\n",
+      "  Downloading scikit_learn-1.7.2-cp311-cp311-win_amd64.whl.metadata (11 kB)\n",
+      "Collecting numba>=0.51.2 (from umap-learn)\n",
+      "  Downloading numba-0.62.1-cp311-cp311-win_amd64.whl.metadata (2.9 kB)\n",
+      "Collecting pynndescent>=0.5 (from umap-learn)\n",
+      "  Downloading pynndescent-0.5.13-py3-none-any.whl.metadata (6.8 kB)\n",
+      "Requirement already satisfied: tqdm in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from umap-learn) (4.67.1)\n",
+      "Collecting llvmlite<0.46,>=0.45.0dev0 (from numba>=0.51.2->umap-learn)\n",
+      "  Downloading llvmlite-0.45.1-cp311-cp311-win_amd64.whl.metadata (5.0 kB)\n",
+      "Collecting joblib>=0.11 (from pynndescent>=0.5->umap-learn)\n",
+      "  Downloading joblib-1.5.2-py3-none-any.whl.metadata (5.6 kB)\n",
+      "Collecting threadpoolctl>=3.1.0 (from scikit-learn>=1.6->umap-learn)\n",
+      "  Downloading threadpoolctl-3.6.0-py3-none-any.whl.metadata (13 kB)\n",
+      "Requirement already satisfied: colorama in c:\\users\\arsen\\coding\\.venv\\lib\\site-packages (from tqdm->umap-learn) (0.4.6)\n",
+      "Downloading umap_learn-0.5.9.post2-py3-none-any.whl (90 kB)\n",
+      "Downloading numba-0.62.1-cp311-cp311-win_amd64.whl (2.7 MB)\n",
+      "   ---------------------------------------- 0.0/2.7 MB ? eta -:--:--\n",
+      "   -------------------------- ------------- 1.8/2.7 MB 12.6 MB/s eta 0:00:01\n",
+      "   ---------------------------------------- 2.7/2.7 MB 7.6 MB/s  0:00:00\n",
+      "Downloading llvmlite-0.45.1-cp311-cp311-win_amd64.whl (38.1 MB)\n",
+      "   ---------------------------------------- 0.0/38.1 MB ? eta -:--:--\n",
+      "   -- ------------------------------------- 2.1/38.1 MB 16.8 MB/s eta 0:00:03\n",
+      "   ------ --------------------------------- 5.8/38.1 MB 14.1 MB/s eta 0:00:03\n",
+      "   --------- ------------------------------ 9.2/38.1 MB 15.0 MB/s eta 0:00:02\n",
+      "   ------------- -------------------------- 12.8/38.1 MB 15.5 MB/s eta 0:00:02\n",
+      "   ---------------- ----------------------- 15.5/38.1 MB 15.2 MB/s eta 0:00:02\n",
+      "   -------------------- ------------------- 19.4/38.1 MB 15.7 MB/s eta 0:00:02\n",
+      "   ----------------------- ---------------- 22.8/38.1 MB 15.7 MB/s eta 0:00:01\n",
+      "   --------------------------- ------------ 26.2/38.1 MB 15.5 MB/s eta 0:00:01\n",
+      "   ------------------------------ --------- 29.4/38.1 MB 15.4 MB/s eta 0:00:01\n",
+      "   --------------------------------- ------ 32.2/38.1 MB 15.4 MB/s eta 0:00:01\n",
+      "   ------------------------------------- -- 35.7/38.1 MB 15.4 MB/s eta 0:00:01\n",
+      "   ---------------------------------------  38.0/38.1 MB 15.4 MB/s eta 0:00:01\n",
+      "   ---------------------------------------- 38.1/38.1 MB 15.0 MB/s  0:00:02\n",
+      "Downloading pynndescent-0.5.13-py3-none-any.whl (56 kB)\n",
+      "Downloading joblib-1.5.2-py3-none-any.whl (308 kB)\n",
+      "Downloading scikit_learn-1.7.2-cp311-cp311-win_amd64.whl (8.9 MB)\n",
+      "   ---------------------------------------- 0.0/8.9 MB ? eta -:--:--\n",
+      "   -------------- ------------------------- 3.1/8.9 MB 14.2 MB/s eta 0:00:01\n",
+      "   --------------------------- ------------ 6.0/8.9 MB 14.8 MB/s eta 0:00:01\n",
+      "   -------------------------------------- - 8.7/8.9 MB 14.9 MB/s eta 0:00:01\n",
+      "   ---------------------------------------- 8.9/8.9 MB 14.2 MB/s  0:00:00\n",
+      "Downloading threadpoolctl-3.6.0-py3-none-any.whl (18 kB)\n",
+      "Installing collected packages: threadpoolctl, llvmlite, joblib, scikit-learn, numba, pynndescent, umap-learn\n",
+      "\n",
+      "   ----- ---------------------------------- 1/7 [llvmlite]\n",
+      "   ----- ---------------------------------- 1/7 [llvmlite]\n",
+      "   ----- ---------------------------------- 1/7 [llvmlite]\n",
+      "   ----- ---------------------------------- 1/7 [llvmlite]\n",
+      "   ----- ---------------------------------- 1/7 [llvmlite]\n",
+      "   ----------- ---------------------------- 2/7 [joblib]\n",
+      "   ----------- ---------------------------- 2/7 [joblib]\n",
+      "   ----------- ---------------------------- 2/7 [joblib]\n",
+      "   ----------- ---------------------------- 2/7 [joblib]\n",
+      "   ----------- ---------------------------- 2/7 [joblib]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ----------------- ---------------------- 3/7 [scikit-learn]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------- ----------------- 4/7 [numba]\n",
+      "   ---------------------------------- ----- 6/7 [umap-learn]\n",
+      "   ---------------------------------------- 7/7 [umap-learn]\n",
+      "\n",
+      "Successfully installed joblib-1.5.2 llvmlite-0.45.1 numba-0.62.1 pynndescent-0.5.13 scikit-learn-1.7.2 threadpoolctl-3.6.0 umap-learn-0.5.9.post2\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install umap-learn"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "accelerator": "GPU",
+  "colab": {
+   "gpuType": "T4",
+   "machine_shape": "hm"
+  },
+  "kaggle": {
+   "accelerator": "nvidiaTeslaT4",
+   "dataSources": [
+    {
+     "datasetId": 7637755,
+     "sourceId": 12129049,
+     "sourceType": "datasetVersion"
+    },
+    {
+     "datasetId": 8520366,
+     "sourceId": 13424270,
+     "sourceType": "datasetVersion"
+    }
+   ],
+   "dockerImageVersionId": 31041,
+   "isGpuEnabled": true,
+   "isInternetEnabled": true,
+   "language": "python",
+   "sourceType": "notebook"
+  },
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/metadatatest.jsonl b/metadatatest.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/test.png b/test.png
new file mode 100644
index 0000000000000000000000000000000000000000..85ac95e9a46c0158bcb3887dc64e97c14d503913
--- /dev/null
+++ b/test.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:727aeaf0f53e082152587031d8bd54b62dad99d6403e1bf017ba5a562179ca9a
+size 46193