Add files using upload-large-folder tool

cleaning_manifest.json

@@ -0,0 +1,996 @@
+{
+  "created_at": "2026-04-16T23:37:31",
+  "raw_dir": "C:\\Users\\Shaan\\Desktop\\MasterCourse\\Image classifier\\raw",
+  "cleaned_dir": "C:\\Users\\Shaan\\Desktop\\MasterCourse\\Image classifier\\cleaned",
+  "hash_method": "sha1(file_bytes)",
+  "num_input_images": 4249,
+  "num_kept_images": 4055,
+  "num_removed_corrupt": 0,
+  "num_removed_duplicates": 194,
+  "class_counts": {
+    "AIO_Liquid_Cooler": 388,
+    "Air_Cooler": 381,
+    "Bad_Cable_Management": 322,
+    "CPU": 352,
+    "Good_Cable_Management": 320,
+    "Graphics_Card": 370,
+    "M2_NVMe_Drive": 349,
+    "Motherboard": 370,
+    "PC_Case": 452,
+    "Power_Supply": 360,
+    "RAM_Stick": 391
+  },
+  "removed_corrupt": [],
+  "removed_duplicates": [
+    {
+      "removed": "AIO_Liquid_Cooler\\0dc2d1855ec544c0a9cf6835c58c943e.jpg",
+      "kept": "AIO_Liquid_Cooler\\0068359ca6a04f0ea2b7915a7f9bb3a2.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\317b25e8cb2f44c29f815b11fedabebd.jpg",
+      "kept": "AIO_Liquid_Cooler\\128e192d170f41fb891de2f9fa2e937d.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\40d5bd4ea137460e8bbf182e5702748b.jpg",
+      "kept": "AIO_Liquid_Cooler\\1e6f710eb443443fb941a664ec1a89a5.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\4dd614c9fa9b4e69a6afc1869cd58757.jpg",
+      "kept": "AIO_Liquid_Cooler\\1988799494ae4731acd28eefe8c0014d.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\5764c40e07a34b61914a9ef109fb8583.jpg",
+      "kept": "AIO_Liquid_Cooler\\380a858498de4915ac07bcbdede93a89.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\6a609019ec0144068c0402196b26dd27.jpg",
+      "kept": "AIO_Liquid_Cooler\\320e77312e2448f9a0fac63133b70b8e.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\9122d4bcdcbb49a1969bd365069c937e.jpg",
+      "kept": "AIO_Liquid_Cooler\\833cc0f0764f489d905c24d254f74e66.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\9852a2b04fb14e9aa7f6caea64c17282.jpg",
+      "kept": "AIO_Liquid_Cooler\\159ecfcaaa944987a36805a6f3b6edde.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\99332178c7b14c5d98146bb56c49d2f2.jpg",
+      "kept": "AIO_Liquid_Cooler\\20cdc8322aef4d1a802786d2d44d7495.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\9d6bb5f51feb4edfb70a92b8aac68a20.jpg",
+      "kept": "AIO_Liquid_Cooler\\9b8c6f950a9c42269be8a6de21b62990.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\9f3cea59117540299e7afc1a4bc9dc40.jpg",
+      "kept": "AIO_Liquid_Cooler\\0a7e43c45eae4a8aa4a6eff4a93d98ed.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\b05fbaf9bf8f4b42bf17e5c6acaf3960.jpg",
+      "kept": "AIO_Liquid_Cooler\\09629a09edd64e95a9b9bbb596ef3dd2.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\b07e119970364c76a458afbc7776888a.jpg",
+      "kept": "AIO_Liquid_Cooler\\6b3c179f544543ac87e79b1cd04af446.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\b45a232e38bc4efb91b47c9ddff174ec.jpg",
+      "kept": "AIO_Liquid_Cooler\\b3c775b8947445a4ab281b88fcd4f547.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\ba0c77dfed2e4a60b6d4b57c6b4b70b4.jpg",
+      "kept": "AIO_Liquid_Cooler\\19e1bc84cd40482797ac88f1aa994fad.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\ca4a68d7aed042288b036ff63eec9d07.jpg",
+      "kept": "AIO_Liquid_Cooler\\5c39b0b5bdf14a1b93017d28cdc70313.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\cbb62bf294644d3cb657fde068fe0e51.jpg",
+      "kept": "AIO_Liquid_Cooler\\b4d0ff18419b42df92abb723f6ad381d.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\cd81cc7c67cf4a67a74c5b59f2382b6b.jpg",
+      "kept": "AIO_Liquid_Cooler\\1e6f710eb443443fb941a664ec1a89a5.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\daafa807ab0847ae988cbf1e9a633e7d.jpg",
+      "kept": "AIO_Liquid_Cooler\\d2ab201b985742a9aaa74ae916a38277.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\e049aacf5ee948aaa56134103a598436.jpg",
+      "kept": "AIO_Liquid_Cooler\\0137a326f7d4459dbb3ba8832b3175cc.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\e07e70f31bda4584a44233b935dbe43e.jpg",
+      "kept": "AIO_Liquid_Cooler\\cb94e5dcf3484e1e9c9f7fe52b871b63.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\e1f5bea60a634b56bd3348f9928482e2.jpg",
+      "kept": "AIO_Liquid_Cooler\\0c45c59934c9443da23e0da117e1417f.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\ecfd21d9f1ff4f468bfe65faa05e0bbb.jpg",
+      "kept": "AIO_Liquid_Cooler\\0b5a8d4fe15449a7a333041220dfb922.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\ed51097b9343462a9f5f6c9497615b2f.jpg",
+      "kept": "AIO_Liquid_Cooler\\1d5b75ff5fba427a9546913593e57bf7.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "AIO_Liquid_Cooler\\f5ed9558787640ea8d6582b32f812a3d.jpg",
+      "kept": "AIO_Liquid_Cooler\\9b8c6f950a9c42269be8a6de21b62990.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Air_Cooler\\37dfca9f2e2b4b76968aa1a438c52de3.jpg",
+      "kept": "Air_Cooler\\0ec73ca391564191867b9932d6b21a25.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Air_Cooler\\41d6551728d24935b9f6e5f305a65a9e.jpg",
+      "kept": "AIO_Liquid_Cooler\\0770d0486af64460b1394104ee4ca313.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Air_Cooler\\e6bda0d9ac0d4f3c8878bca341888f5f.jpg",
+      "kept": "AIO_Liquid_Cooler\\4a42b7d502894bca86ef231a458ee69b.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Air_Cooler\\ef6c103250e2489c8dea9fc96dd39de9.jpg",
+      "kept": "Air_Cooler\\dc7302e8e963402aa7d684d188b7ac62.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Air_Cooler\\f56385d929164ba38c359a64421d0aca.jpg",
+      "kept": "Air_Cooler\\6c675400f02942fbb434ec1efcaab92c.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\0c2ee60a4f904e2fa1e4810f210f7168.jpg",
+      "kept": "Bad_Cable_Management\\04baf08f836e454ba1da34a394ab9e8e.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\24ada5a923124902a601e559a0306411.jpg",
+      "kept": "Bad_Cable_Management\\170c457ffbdb4362bab48671fee3106d.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\27336de1b5c248d0b33b8ea7a46215c1.jpg",
+      "kept": "Bad_Cable_Management\\2447f28620514f6c9a793ed333c061ad.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\4a355b295c674cc8b428691284019b02.jpg",
+      "kept": "Bad_Cable_Management\\10d90ae5ae8c48d380b347164262b625.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\4b8cd57239194a2ea0d8accba8a0b709.jpg",
+      "kept": "Bad_Cable_Management\\34b531ffa60944a5a0cdebefb52e75be.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\4f47181afb814a6b97c7bfe5284a2fa8.jpg",
+      "kept": "Bad_Cable_Management\\181c286dc1754c9ba547b7789dc582e0.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\65fb441f07494969a28eac0326e08959.jpg",
+      "kept": "Bad_Cable_Management\\61ce564f47f449b0af694115bf311d37.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\6df810a7132a4b57b6cabf727d9218bb.jpg",
+      "kept": "Bad_Cable_Management\\15d921e8db1940f3ab25bc149bb08b78.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\76d16ebb2e1042109ec52c51db1462af.jpg",
+      "kept": "Bad_Cable_Management\\1696f9a6202e468ebafa868f119d3742.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\8ee1c6a4762e42628ea54f0191acb14d.jpg",
+      "kept": "Bad_Cable_Management\\5ae9afa2c11c4d1b8532a48b6eed82f3.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\99666b8810af427f9aa27461dd1c775d.jpg",
+      "kept": "Bad_Cable_Management\\681b469276c24ee08d36a72644b19aa3.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\9bbdaa488ee04bd8b6589185dd6484ea.jpg",
+      "kept": "Bad_Cable_Management\\4752225a617e4fcb9f8eeb5c778163e3.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\9d44ece31e054c1c98d3c327c1dd89d1.jpg",
+      "kept": "Bad_Cable_Management\\20bce0a5d7d645a0870877961c2e4e3b.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\a11c680f84184e1e90d8a68fb6143c1c.jpg",
+      "kept": "Bad_Cable_Management\\93524856aaf84dc29578acd2ec107743.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\a5e6a8ae332249af999cd325bb97e28e.jpg",
+      "kept": "Bad_Cable_Management\\0bbeaa3250aa484aa673024751a3eb41.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\aab563f36c4645a98c3ae659234f1edc.jpg",
+      "kept": "Bad_Cable_Management\\92b3bac331f54346807d8b76d8188688.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\b2e0660b44a84fdd831314fd59041121.jpg",
+      "kept": "Bad_Cable_Management\\a191e197aeda4ca8ad63a29acc042068.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\b558282ce5a248528f5b6b310034c36e.jpg",
+      "kept": "Bad_Cable_Management\\0ea85b3cdc4c41fdbdbdf130ccee6c72.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\bd216e07751c449a934b20bbaebd3f87.jpg",
+      "kept": "Bad_Cable_Management\\53376a6839754397a1b983ea7c5dce8a.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\bea79af3c53a4168bee7751e84f97d7c.jpg",
+      "kept": "Bad_Cable_Management\\b20583c22eaf4448a9df2f01844baacc.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\c1d49b79715d4674a9effc8c3c5cfcce.jpg",
+      "kept": "Bad_Cable_Management\\5f81a55e4f5349a3809eb7bef99c221e.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\c8d5f83b19ab451892755f1404a665d4.jpg",
+      "kept": "Bad_Cable_Management\\15d921e8db1940f3ab25bc149bb08b78.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\ca42ff99c62f47fe85fd1d9f2af1f3bd.jpg",
+      "kept": "Bad_Cable_Management\\0e294a3bc1c7454696513e0158da77c0.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\cafa1f4e93ad470db7b0d219425a2f94.jpg",
+      "kept": "Bad_Cable_Management\\75cc6a6450b6417987327560b6982465.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\d68bafb7e8b7407a8b1affa1e4776bcb.jpg",
+      "kept": "Bad_Cable_Management\\7d98e9ee2cbb4bf197db72b3fdd8c284.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\e92dae64022c4a1c8a10302c7dbacc7c.jpg",
+      "kept": "Bad_Cable_Management\\da1ed132ef0f43cdbdb9ac9594ef5e2a.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\e9fdedae46fa4bb7808dda66118c91f4.jpg",
+      "kept": "Bad_Cable_Management\\239d56de3f904367a500a36451adff4d.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\ec361d7567bc430e867d0756bf823cc7.jpg",
+      "kept": "Bad_Cable_Management\\6ca9d942bc604bf19a78f080d4d8e2f1.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\ecae766f66c44f19b97bf68ebedc142c.jpg",
+      "kept": "Bad_Cable_Management\\4585483335684dcd9a773ebc9ac71c8f.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\ee6c31d735084417b8e33ac742de6035.jpg",
+      "kept": "Bad_Cable_Management\\474da9be40ec43b3a017990990ef8bfd.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\f533f79bea5448e7b2013ffb29eebaa1.jpg",
+      "kept": "Bad_Cable_Management\\4a18170af02a403b911e8e36ddf03ca2.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\fbd546738ef44494ae9cd32f3f13398d.jpg",
+      "kept": "Bad_Cable_Management\\5a1bd8796223428792a5c63ec7be7212.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\fd209ba39d5c42a68ccc0f8ec648c650.jpg",
+      "kept": "Bad_Cable_Management\\58962559b9dd4da7804a883577bd064e.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\fec44e45af26410d885cdc91df639b51.jpg",
+      "kept": "Bad_Cable_Management\\38b83821cefb46879a854adac8a3fd8a.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Bad_Cable_Management\\ff803b5b464742c2b815f618b36c4eb5.jpg",
+      "kept": "Bad_Cable_Management\\76d4b0b344a94414a19ba21a10f71bf5.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "CPU\\306b3d0ff9a5430fb031966d7b98a115.jpg",
+      "kept": "Air_Cooler\\66530b6ddff2403eb03829babb34b127.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "CPU\\8f5a64a3fbae4aeb9af8f6078ebb361f.jpg",
+      "kept": "CPU\\689cfcc9b33149c3ab63256d3a455595.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "CPU\\b56fd520ba2e45548c969899fa29a927.jpg",
+      "kept": "CPU\\0793935f8a07457fbee00efcdb1cc18e.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "CPU\\ef2d5fcf33a3486db3a815329221337a.jpg",
+      "kept": "CPU\\3263f714b64f4d39b50aa3a309fbc532.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\026fb694db3d44b59e6dc1fb98503ef8.jpg",
+      "kept": "Bad_Cable_Management\\020ad5e9fd6344ae95cb01adf37f278c.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\098c46a2973b425cb93a4317b375b927.jpg",
+      "kept": "Bad_Cable_Management\\bfda2b549722453db2bdaad6257aed8a.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\099fe5a7a3084c44b7459b716624b74d.jpg",
+      "kept": "Bad_Cable_Management\\36b1674d416d4fb49ee5f75becb5ad80.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\09ccdb7635b545bc88b7f9b5f20064e2.jpg",
+      "kept": "Bad_Cable_Management\\55d1515014e04354923691de5edd975f.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\0d5a5007d0434427b0d06f5b5f607030.jpg",
+      "kept": "Bad_Cable_Management\\34b531ffa60944a5a0cdebefb52e75be.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\100d3d5b22be49249976faaa6ac3bd1a.jpg",
+      "kept": "Bad_Cable_Management\\0bbeaa3250aa484aa673024751a3eb41.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\145e75a827bd489e8ba16a2aba5fe9cc.jpg",
+      "kept": "Bad_Cable_Management\\2f776e7a8722463397ede41b22bc99f5.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\17a9b65d9dd540e0a2a0b16c91165abb.jpg",
+      "kept": "Bad_Cable_Management\\75cc6a6450b6417987327560b6982465.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\202fc1245aee44f49ea89133029d0714.jpg",
+      "kept": "Bad_Cable_Management\\5a18e2ec6efd47c5a2ac34e65e06259e.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\25f32fc3aa7d4c96a6d7b5e49aef841a.jpg",
+      "kept": "Bad_Cable_Management\\4585483335684dcd9a773ebc9ac71c8f.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\2c4f8e7c58104abfb4d702c7697bc7ab.jpg",
+      "kept": "Bad_Cable_Management\\681b469276c24ee08d36a72644b19aa3.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\2ded17f3d698425d9676475db3f9cb46.jpg",
+      "kept": "Good_Cable_Management\\1d0e0effd501449b86f86d990646103e.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\30a2a071a9724e67ba8513984ce54118.jpg",
+      "kept": "Good_Cable_Management\\1c127fb6ab5547708af903c7e6a01e89.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\3211d154f7354c07bf4b3297e37f32f0.jpg",
+      "kept": "Bad_Cable_Management\\92b3bac331f54346807d8b76d8188688.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\3311290c638b4d52bf824e5e22bca134.jpg",
+      "kept": "Bad_Cable_Management\\58e983d5e89140d88912bf031714717d.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\39ff45d3985a49ef8f6a825000784f39.jpg",
+      "kept": "Bad_Cable_Management\\92b3bac331f54346807d8b76d8188688.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\3f261f81c070437496695ac6b8dc1118.jpg",
+      "kept": "Bad_Cable_Management\\681b469276c24ee08d36a72644b19aa3.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\443cc3a77db44f4f9b8f06854001d38b.jpg",
+      "kept": "Bad_Cable_Management\\6ca9d942bc604bf19a78f080d4d8e2f1.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\44c4563bf85543a6a82fab819633aa9d.jpg",
+      "kept": "Bad_Cable_Management\\b86d3b58b8014f148ab5697a0e38039a.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\5098b81eb184401eba47a2c9b43f3e3b.jpg",
+      "kept": "Bad_Cable_Management\\ed80144e90534028a4970cce32c40cc8.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\53485ce9cd664bf091696302fae6251b.jpg",
+      "kept": "Bad_Cable_Management\\b86d3b58b8014f148ab5697a0e38039a.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\5552fd09ebbc40859f4002b31905615c.jpg",
+      "kept": "Bad_Cable_Management\\d99ad9f376f2487aa20619c5077364f5.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\559be2b7202a4d0297b292f17f5e22f7.jpg",
+      "kept": "Good_Cable_Management\\11005f1de7f748c985ca5c1763d183ca.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\568b4970f6b5451aace34846ba75a7a8.jpg",
+      "kept": "Good_Cable_Management\\20b6eda3f23048dabffc50dec33f7eaf.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\56ec62d7ce07420c9e0ea168da8d1825.jpg",
+      "kept": "Bad_Cable_Management\\34b531ffa60944a5a0cdebefb52e75be.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\5afc2f6cc7aa4215b1700d6401677702.jpg",
+      "kept": "Bad_Cable_Management\\75cc6a6450b6417987327560b6982465.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\60faa81adbf64ea3a7296b19e48eecb3.jpg",
+      "kept": "Bad_Cable_Management\\1e5ee299f8dd413095a6ee187fe08596.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\6116bd90fd994c1bb34402e67f786647.jpg",
+      "kept": "Good_Cable_Management\\2ea1b96cbdde4ce89664f425c144683b.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\61e3928d6620402a898c43fe8478fa98.jpg",
+      "kept": "Good_Cable_Management\\1752e07f9251407781256f3198d244dc.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\62f4946e0ed649bb8b4cc16ed466a548.jpg",
+      "kept": "Good_Cable_Management\\233a2007158045f38a15b6e5f4f280d9.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\65ebebc4f79b4f1d84a00fde1a3c0596.jpg",
+      "kept": "Good_Cable_Management\\1d0e0effd501449b86f86d990646103e.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\66939f51b69240ecbae49ea598a04070.jpg",
+      "kept": "Good_Cable_Management\\09322fbad13b43609d645a1b1d8342ae.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\679831e5a48a474a85db5666487ca6e5.jpg",
+      "kept": "Good_Cable_Management\\1f497ab53dfa41ba8757e0a4fca2a005.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\6874322e283c45bfbbe3c512fadd4a7b.jpg",
+      "kept": "Good_Cable_Management\\18cd0bf1384947ef8a006e8db64b261c.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\6c338942915c4d249ba4e9f39eefa951.jpg",
+      "kept": "Good_Cable_Management\\5e20bf39561c4f3e8082121bd317fd0b.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\6e0828c895d4467780294cde8e631049.jpg",
+      "kept": "Bad_Cable_Management\\0e00f3d3934c4334bb261e38fd31941e.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\7469bbdac5f94a28b2f6b97c24eacac0.jpg",
+      "kept": "Bad_Cable_Management\\181c286dc1754c9ba547b7789dc582e0.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\763f7dbe41f741da8519885bb55ffd2b.jpg",
+      "kept": "Good_Cable_Management\\5b099ff213bd45579fe36e173ab61830.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\77f9059734024f20b304b9d84b28e108.jpg",
+      "kept": "Bad_Cable_Management\\681b469276c24ee08d36a72644b19aa3.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\797690a592bf4b0b8e39b6883e92cac7.jpg",
+      "kept": "Bad_Cable_Management\\a7f4595715c047d3acb0964e9dfaa789.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\7bd1b0b613fb4918b49be7b47000d332.jpg",
+      "kept": "Bad_Cable_Management\\87a60c066bc247ed98758eb3c0ae05ec.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\7ca47447e2f2497580c103bfbad7cb2c.jpg",
+      "kept": "Good_Cable_Management\\1d0e0effd501449b86f86d990646103e.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\7cb210c205ba48a1b8f4d6c32bfa8f61.jpg",
+      "kept": "Bad_Cable_Management\\bfda2b549722453db2bdaad6257aed8a.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\84ea67656591486c85a22d7dfaf4ad91.jpg",
+      "kept": "Bad_Cable_Management\\4a18170af02a403b911e8e36ddf03ca2.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\852087254c9b4b83a4df18ff2d97d29e.jpg",
+      "kept": "Bad_Cable_Management\\bfda2b549722453db2bdaad6257aed8a.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\87f84e2f92be40988cfe39ad0e6400a6.jpg",
+      "kept": "Good_Cable_Management\\233a2007158045f38a15b6e5f4f280d9.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\883bdf866617442db47587206bab5cfd.jpg",
+      "kept": "Good_Cable_Management\\5d11da04bf694718aff39729f33edaf8.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\89aeb220a81e42419ef8330df42aaa1f.jpg",
+      "kept": "Bad_Cable_Management\\15d921e8db1940f3ab25bc149bb08b78.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\9206582263994c28a7bc567c30f46bff.jpg",
+      "kept": "Bad_Cable_Management\\34b531ffa60944a5a0cdebefb52e75be.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\9361bf59e6f248928d24942f834b7b73.jpg",
+      "kept": "Bad_Cable_Management\\00a530c2983b4ffb9e86fafb1c919d6b.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\950de1fd96bc4ccfbb6d8be990dc42a8.jpg",
+      "kept": "Bad_Cable_Management\\10d90ae5ae8c48d380b347164262b625.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\97c4e9a8863b4a94ae0f6b4813f637d7.jpg",
+      "kept": "Bad_Cable_Management\\34b531ffa60944a5a0cdebefb52e75be.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\9c0dec51b1b74a9f8fbb4dd19aa82683.jpg",
+      "kept": "Good_Cable_Management\\7bcb10ac71d34e9dadf552f403eb2beb.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\9ff3fd2cb0294a0991001304ec1be2e5.jpg",
+      "kept": "Good_Cable_Management\\5d11da04bf694718aff39729f33edaf8.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\a4343cf424304b70b8c9bdb16827a38b.jpg",
+      "kept": "Bad_Cable_Management\\47f6a3b3d3e247e39c2b5b58298b67d2.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\a664cbfbffb74ed0816813f2ddce5ef6.jpg",
+      "kept": "Good_Cable_Management\\4d47968205884128bdd29ba6843c99f5.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\a763ab59625c4591a94ddf0d15461984.jpg",
+      "kept": "Good_Cable_Management\\09322fbad13b43609d645a1b1d8342ae.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\aa1e3274ff254579b83220b9e8729949.jpg",
+      "kept": "Bad_Cable_Management\\00a530c2983b4ffb9e86fafb1c919d6b.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\aeec1a693e374e25842874c5bb61055d.jpg",
+      "kept": "Bad_Cable_Management\\020ad5e9fd6344ae95cb01adf37f278c.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\afd31c408985460eb82f71f081931762.jpg",
+      "kept": "Good_Cable_Management\\67f6be4cb39f488abde1c72260c5f0c7.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\b0cf77a8f0a64c17917f66e4909dfe8e.jpg",
+      "kept": "Good_Cable_Management\\1697daff66d043148df92a2ad61e3468.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\b26e0bb8139c48d1abd98656ed126085.jpg",
+      "kept": "Good_Cable_Management\\aa1abcfc2e454e2f9738b932fe6d1ccd.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\bccb010be5cb4fe9997398aaa3fe082c.jpg",
+      "kept": "Bad_Cable_Management\\00a530c2983b4ffb9e86fafb1c919d6b.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\be7ce2f6905646a4a66fe5730d08948d.jpg",
+      "kept": "Bad_Cable_Management\\58e983d5e89140d88912bf031714717d.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\c3516ac339dd42008109b0ec37f423a6.jpg",
+      "kept": "Bad_Cable_Management\\181c286dc1754c9ba547b7789dc582e0.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\c8f84f0af29c4f66904e6085a3e7f65a.jpg",
+      "kept": "Bad_Cable_Management\\10d90ae5ae8c48d380b347164262b625.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\ce4c777da9dc4ab9ace6f64a4345db7b.jpg",
+      "kept": "Bad_Cable_Management\\681b469276c24ee08d36a72644b19aa3.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\dd24d7d37d5740c7b3b23ba60dd2586d.jpg",
+      "kept": "Bad_Cable_Management\\d99ad9f376f2487aa20619c5077364f5.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\dd3d58faf7214482899c228c26a6ef23.jpg",
+      "kept": "Bad_Cable_Management\\bfda2b549722453db2bdaad6257aed8a.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\dde72a16713d499da49d442c091cd2d3.jpg",
+      "kept": "Bad_Cable_Management\\d871f0c9a75c4d7e8cceb57cf35ff0c3.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\e08ca6daa82f477394d0e8eb3a0698c1.jpg",
+      "kept": "Good_Cable_Management\\a4ab7eeee4c040b2a711eabe70f07775.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\e503c83c986e4142bfc8db356a2bfef9.jpg",
+      "kept": "Good_Cable_Management\\6cc0e36eaa4b471e96e8e03af1575a7c.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\e8a721fdddc9406aafbf24f521f786dd.jpg",
+      "kept": "Bad_Cable_Management\\681b469276c24ee08d36a72644b19aa3.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\f62715e5f0c146c799d968ea42baeb37.jpg",
+      "kept": "Bad_Cable_Management\\797b3f8c42014ed886441b842cf7e6d8.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\fa50094ad7e24b0da032de7210567d47.jpg",
+      "kept": "Good_Cable_Management\\eb617879a5fe44e88b41811c6f2b79ee.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\fad0e9db38b549618f7539e2b6e5943d.jpg",
+      "kept": "Bad_Cable_Management\\2bde1e402ed74d6cb409cac50c4bcd5d.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\fade363b7b894ca3b15e8652e0f6f25e.jpg",
+      "kept": "Bad_Cable_Management\\4585483335684dcd9a773ebc9ac71c8f.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Good_Cable_Management\\fafd1a7246a44bc39e34c1e05a4a7797.jpg",
+      "kept": "Good_Cable_Management\\c0970d93f9c34e988c4ae7b894af26df.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Good_Cable_Management\\fbe02b419d6444fa99834bdc2036dc3a.jpg",
+      "kept": "Bad_Cable_Management\\55d1515014e04354923691de5edd975f.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Graphics_Card\\6b39843244e54e5897eafd096cc89115.jpg",
+      "kept": "Graphics_Card\\66024ce812c34cd3b4cfdc1371a69e6c.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Graphics_Card\\8474c4eb7c2d47b2b199c0f9deb61b09.jpg",
+      "kept": "Graphics_Card\\38b057c5a1614229a478285863230cf0.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Graphics_Card\\97a7069766bb4b298ee8b6befe047cf6.jpg",
+      "kept": "Graphics_Card\\37d93177401e428cb733efea585966c6.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Graphics_Card\\fab4b51642b1492ea1dcdcef3f9c8f6f.jpg",
+      "kept": "Graphics_Card\\66024ce812c34cd3b4cfdc1371a69e6c.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "M2_NVMe_Drive\\624d81bf72c04772b1c9fe34de2204df.jpg",
+      "kept": "M2_NVMe_Drive\\1b703a619bcc4286bcc9d8915453ade0.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "M2_NVMe_Drive\\6af9ee353b8b4a98ae5ea1f683dbb626.jpg",
+      "kept": "M2_NVMe_Drive\\46d7522184ae416eb357e3c63cd1158b.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "M2_NVMe_Drive\\853e7edbb39f40a6ae2964eb27ec1beb.jpg",
+      "kept": "M2_NVMe_Drive\\1ec9e1a4debb4f1e98fe003d08ce4b0f.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "M2_NVMe_Drive\\c74e10754b4e4435abef869f9ed7e8f4.jpg",
+      "kept": "M2_NVMe_Drive\\a7ff2dccacd247ad9adbf1ccdef2ebcb.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "M2_NVMe_Drive\\ffcf841a9e0f4fbfb1ddd4d63b10ea1f.jpg",
+      "kept": "M2_NVMe_Drive\\6a223088dc1340d19981df5056207a58.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Motherboard\\2cfff7db8b8a4782b4a9efeba09a336c.jpg",
+      "kept": "CPU\\af30d5c230864e62911c892056bb2f0e.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Motherboard\\bcc9d39c87b44241b1fd883c02a54a78.jpg",
+      "kept": "CPU\\3a085e6f17ff4a3fb87c7bf13eec45b2.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Motherboard\\e23165514c3e46d8a7075d600166fdb2.jpg",
+      "kept": "Motherboard\\a9a333268afe454fba03b989ec2fd7ae.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\353b759d07354c85a0e69df0e0427580.jpg",
+      "kept": "PC_Case\\062d337c2d874f47bad05d8e739f46b8.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\422594d3a6864cbfbd1fb931fa93abbb.jpg",
+      "kept": "PC_Case\\392d6a4b1df04d17bf8613f451847af3.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\4843508257174659a85b6040f2826cc8.jpg",
+      "kept": "PC_Case\\25a7f13578dd4742b972f4313b859721.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\616c24d2671d4e749cc3a43125d5bcc4.jpg",
+      "kept": "PC_Case\\07e2bc16fd8044779963085e5bd2c57d.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\6fe2aef56eb8413f8e399293a3c36eb5.jpg",
+      "kept": "PC_Case\\2454d5efe38e41868b33133c1ede8d76.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\88abedc4507d4be79ee407cfaa437f06.jpg",
+      "kept": "PC_Case\\549789e6a72148c992ce0314fbf4aed6.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\89112dac55384be9857109ad63dde00d.jpg",
+      "kept": "PC_Case\\48ab09632bdd49baac00f2bd8228979e.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\a057e3b2cea94ae78e603c07b933773b.jpg",
+      "kept": "PC_Case\\3337885ada98499b853a50a07cbd51b3.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\bf3d95c8bcc04f65837712b23bd5ffd7.jpg",
+      "kept": "PC_Case\\601b77be0aa94c8f9737dd29020eee30.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\d036562b27fd4a3baa21fd8a51ab89ab.jpg",
+      "kept": "PC_Case\\c3e96e1dc5314ba1beca161804a10446.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\d2825b3e45d8425f99490d052ab1f0d8.jpg",
+      "kept": "PC_Case\\4485e074a46f4256a7a470580b001f66.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\e6d4ff71d66b4753b143ada50012dd01.jpg",
+      "kept": "PC_Case\\4c2f0de80f554cf2a82b85eb52f34215.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\e7038fdf6b95454eba48d5785e35016c.jpg",
+      "kept": "PC_Case\\88f64ed9387a437ab9ef867f2a887c11.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "PC_Case\\e96ed8031f7d4290b2c98b99322255ae.jpg",
+      "kept": "PC_Case\\c3e96e1dc5314ba1beca161804a10446.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Power_Supply\\36fd52a990fb4b6e9c39506bd3852c8c.jpg",
+      "kept": "Graphics_Card\\a7fa9db394e24d2a896a9942ba46ec2b.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Power_Supply\\3c550dc9648a4d538aae1c87f5424218.jpg",
+      "kept": "Graphics_Card\\1b11fca5ba2f48a7af13d30ba9baf8fb.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Power_Supply\\40e19cf0403a4d8385f8f230a7b8be8d.jpg",
+      "kept": "Bad_Cable_Management\\81088c58480e474eafb4393feaa8e19a.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Power_Supply\\693347eda0f64109b8eb710f2251c071.jpg",
+      "kept": "Bad_Cable_Management\\239d56de3f904367a500a36451adff4d.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Power_Supply\\92b769840a7140838f7eee356ced9726.jpg",
+      "kept": "Bad_Cable_Management\\4a9d87cbe58940b9afb8b78c34b9f190.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Power_Supply\\a15deaca26994b559d95e3b417d91a17.jpg",
+      "kept": "Bad_Cable_Management\\ec736b19dfd14da095853a5c9712da04.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Power_Supply\\a3d110afb2eb41058b7b8337448ef935.jpg",
+      "kept": "Bad_Cable_Management\\67261dfc46c54382965f8ffcc3a67b64.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Power_Supply\\abecfa390dad4e5b975cc178900f7d5e.jpg",
+      "kept": "Bad_Cable_Management\\14a9ab7d235641b5979629811ec94659.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Power_Supply\\b71eddd64a2e430dac296e6ba3519d53.jpg",
+      "kept": "Bad_Cable_Management\\7fe2738a36a94afd9dbca42c8158e701.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Power_Supply\\d9b5512392ce434a8e63c820a48a5336.jpg",
+      "kept": "Power_Supply\\22f3ec79873c44b598dbabba77e64755.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Power_Supply\\dad30519264e4fc5834ce3e32580c963.jpg",
+      "kept": "Power_Supply\\2c5a935d7e504edd81f7072101d5ff23.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "Power_Supply\\dd0c5bac337240f8b9e56f1c6a914bf8.jpg",
+      "kept": "Graphics_Card\\d7f07fd31f8248e1951137f5f235b1c4.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "Power_Supply\\e6a18af786104bfd9f29eea7d9f3b4d5.jpg",
+      "kept": "Graphics_Card\\33ac323bf99345799dc61f7f243c440a.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "RAM_Stick\\13ad770d86944f9ba500852d5d7399eb.jpg",
+      "kept": "M2_NVMe_Drive\\e4e3f2e880524135aceb60c78d4d59c9.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "RAM_Stick\\176d946e413e4ae4b74e374923e63f46.jpg",
+      "kept": "M2_NVMe_Drive\\83e813d18c244bd083c10b3a69eee1b1.jpg",
+      "cross_class": true
+    },
+    {
+      "removed": "RAM_Stick\\5c85fd30b5c1434f8834079583945559.jpg",
+      "kept": "RAM_Stick\\0e1c0fad08d144899829543411fd1b9e.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "RAM_Stick\\712b9800ec064ab6a539dc5a91c065bc.jpg",
+      "kept": "RAM_Stick\\2f91d417d4b447988ab1d459b4b8d8c2.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "RAM_Stick\\aec5aca947374dd3b260e9ba9bd4fb60.jpg",
+      "kept": "RAM_Stick\\50605eacb2fb4b44b724f1fed700b715.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "RAM_Stick\\b3a141432ed4450e8e73f57167d9967d.jpg",
+      "kept": "RAM_Stick\\69151ba8e6114ed1860837e83ebaf2c9.jpg",
+      "cross_class": false
+    },
+    {
+      "removed": "RAM_Stick\\be26f243af7e4583aec34c2974721ab7.jpg",
+      "kept": "RAM_Stick\\69151ba8e6114ed1860837e83ebaf2c9.jpg",
+      "cross_class": false
+    }
+  ]
+}