diff --git "a/splits.csv" "b/splits.csv"
new file mode 100644--- /dev/null
+++ "b/splits.csv"
@@ -0,0 +1,4056 @@
+path,label,split
+cleaned\Air_Cooler\847bdcaafe8e454f887b4ccfb6e0083f.jpg,Air_Cooler,train
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+cleaned\Graphics_Card\d29b0cf291ed45dd9c85d9db5c72dc56.jpg,Graphics_Card,train
+cleaned\Air_Cooler\89146e898d6041a29a38909b4029b9f3.jpg,Air_Cooler,train
+cleaned\Power_Supply\a20f1a6632674056a6be24b6524850e1.jpg,Power_Supply,train
+cleaned\M2_NVMe_Drive\75f17ec2079645b3af2b3b78d573e742.jpg,M2_NVMe_Drive,test
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+cleaned\Bad_Cable_Management\b20583c22eaf4448a9df2f01844baacc.jpg,Bad_Cable_Management,train
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+cleaned\Air_Cooler\3e6862e0a946495a9a204b2ddccf618d.jpg,Air_Cooler,train
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+cleaned\AIO_Liquid_Cooler\7fd22a052117405d92e4f43e47f866cd.jpg,AIO_Liquid_Cooler,train
+cleaned\PC_Case\9ea3bdb44eba4ca8a5b2b3adf3d8d27b.jpg,PC_Case,train
+cleaned\Bad_Cable_Management\2300be02759d411481d76d7205b606b9.jpg,Bad_Cable_Management,train
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+cleaned\M2_NVMe_Drive\f157abe4eb1c424b91c17f6b7c984755.jpg,M2_NVMe_Drive,train
+cleaned\AIO_Liquid_Cooler\02e913da57fc4be0a634f1c8463d4ce0.jpg,AIO_Liquid_Cooler,train
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+cleaned\Bad_Cable_Management\094e6f4e6614454996c446b475b66d0e.jpg,Bad_Cable_Management,train
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+cleaned\Graphics_Card\c189bd6633e244f9adf0fcdccb779f84.jpg,Graphics_Card,valid
+cleaned\CPU\198bc0c2419d4145895b0c38d590e3f8.jpg,CPU,train
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+cleaned\M2_NVMe_Drive\853429a499614ce6932d75397ff77147.jpg,M2_NVMe_Drive,test
+cleaned\Power_Supply\f0226828a0bb458c86ee32acaf71434e.jpg,Power_Supply,train
+cleaned\Motherboard\5ce0fc2a29c6490cb4fa9e88df6dacfb.jpg,Motherboard,valid
+cleaned\PC_Case\ad4e7bc5ef18479caf43dd4863bbf02e.jpg,PC_Case,train
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+cleaned\Good_Cable_Management\8f4afd2825a641c3afa3e5d357da3c3a.jpg,Good_Cable_Management,valid
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+cleaned\PC_Case\b363f733881243cd842f536d51fbcea4.jpg,PC_Case,train
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+cleaned\M2_NVMe_Drive\b62979147aec4241b945260a934175d5.jpg,M2_NVMe_Drive,train
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+cleaned\Bad_Cable_Management\3a5ffe28bfbd4f178b1f4cec41ed0009.jpg,Bad_Cable_Management,train
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+cleaned\Graphics_Card\cb4454f15e26436d8ff502e07455c213.jpg,Graphics_Card,train
+cleaned\AIO_Liquid_Cooler\b06a76e0fc914aebb639765a07518fff.jpg,AIO_Liquid_Cooler,test
+cleaned\Bad_Cable_Management\4585483335684dcd9a773ebc9ac71c8f.jpg,Bad_Cable_Management,train
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+cleaned\CPU\9d46cb4ff6ed4515a7ad2e5c29b8bef3.jpg,CPU,train
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+cleaned\RAM_Stick\8a8ee95ea2924a9b9f7f57cccd737fc8.jpg,RAM_Stick,train
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+cleaned\Motherboard\c7f8b6f27f294c788802c755facede23.jpg,Motherboard,valid
+cleaned\CPU\77f1f9344299462ab2e90adfae51f1c1.jpg,CPU,train
+cleaned\AIO_Liquid_Cooler\ec8286ed800b4670b18b5cc93ebe40a6.jpg,AIO_Liquid_Cooler,valid
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+cleaned\Bad_Cable_Management\ff2fd7a8570d443e99867f474039f664.jpg,Bad_Cable_Management,train
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+cleaned\AIO_Liquid_Cooler\2267c3206af0401788568bf07d8b4393.jpg,AIO_Liquid_Cooler,valid
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+cleaned\Bad_Cable_Management\8f2c4c3829724134b1fe698cbdb8dfa9.jpg,Bad_Cable_Management,train
+cleaned\AIO_Liquid_Cooler\5abfc1a761bd4679ae82683b4d575d5f.jpg,AIO_Liquid_Cooler,train
+cleaned\Good_Cable_Management\cdd006d89dc847c0a5bf4273626acb72.jpg,Good_Cable_Management,test
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+cleaned\CPU\9f91c0d117cb4d399eca3ae6f53d7cd2.jpg,CPU,train
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+cleaned\Motherboard\2168e4f3622f4ec9946f2223afb1f8ad.jpg,Motherboard,train
+cleaned\AIO_Liquid_Cooler\05983036ffe84ad1a5b5f2c064fe404a.jpg,AIO_Liquid_Cooler,train
+cleaned\Motherboard\5b52da4035c04f30a3ae9c875fc39c81.jpg,Motherboard,train
+cleaned\AIO_Liquid_Cooler\b1318593018e4a9fad033efec7292c6e.jpg,AIO_Liquid_Cooler,train
+cleaned\Bad_Cable_Management\d9a335d6668a40f5a206462f87fdb55d.jpg,Bad_Cable_Management,train
+cleaned\AIO_Liquid_Cooler\9937b9d26cc641d2b6bd4d5c0b9bbe28.jpg,AIO_Liquid_Cooler,train
+cleaned\Bad_Cable_Management\fe4b5ec386004bc898c6f71d501ca631.jpg,Bad_Cable_Management,train
+cleaned\M2_NVMe_Drive\ae5a46fead564e4683b6474952d3f9ee.jpg,M2_NVMe_Drive,train
+cleaned\M2_NVMe_Drive\0f9e279df08f4ced93327a101bc8e77a.jpg,M2_NVMe_Drive,train
+cleaned\Air_Cooler\c78116b606eb454c880311c3c221e981.jpg,Air_Cooler,train
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+cleaned\CPU\da3f12747227497c877ca5a3de5f6e95.jpg,CPU,test
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+cleaned\AIO_Liquid_Cooler\45de646870a941cda653332f8f65f648.jpg,AIO_Liquid_Cooler,train
+cleaned\Air_Cooler\1af693075fa8482dbf49c12410166c63.jpg,Air_Cooler,train
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+cleaned\M2_NVMe_Drive\a85b4b06c4844569b600f951075af973.jpg,M2_NVMe_Drive,train
+cleaned\CPU\708e32f4f6cc436bbb1521e7f7f06d7a.jpg,CPU,valid
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+cleaned\Good_Cable_Management\6987e5614c2c4f29b797ea3c7de772cb.jpg,Good_Cable_Management,test
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+cleaned\Bad_Cable_Management\7f90330fb2434e3b9cac281a0251f25b.jpg,Bad_Cable_Management,train
+cleaned\AIO_Liquid_Cooler\5691458653ed49909f08f68ee30c76f3.jpg,AIO_Liquid_Cooler,valid
+cleaned\Bad_Cable_Management\15b69f03598d4517931834455fb0de2d.jpg,Bad_Cable_Management,train
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+cleaned\PC_Case\10a1a25597594eb6a39ade2a12f1c7cb.jpg,PC_Case,train
+cleaned\Motherboard\09500f879d8940d9bac3a4ffbb29f75a.jpg,Motherboard,train
+cleaned\Bad_Cable_Management\419385237d8e435ab228378e1193019b.jpg,Bad_Cable_Management,train
+cleaned\PC_Case\12b207e541bd413390b9154ecefe5558.jpg,PC_Case,test
+cleaned\M2_NVMe_Drive\4cd2ba6d07254e6ca2b0fa6abe7a3a02.jpg,M2_NVMe_Drive,train
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+cleaned\M2_NVMe_Drive\8992ce2acca147b49bf96c38d1a4bbcd.jpg,M2_NVMe_Drive,train
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+cleaned\Air_Cooler\9281d0d8204649ae9f211b6c1a6ae5ea.jpg,Air_Cooler,train
+cleaned\Motherboard\b40717a7c45b4eccaa22d727279703b5.jpg,Motherboard,train
+cleaned\Power_Supply\e7ac4c2860884c43922ae874dae328b8.jpg,Power_Supply,valid
+cleaned\M2_NVMe_Drive\386fbab3155d4526a3d35e8ed489ad50.jpg,M2_NVMe_Drive,train
+cleaned\Power_Supply\98110ad8d161484b9105eef2059d04ea.jpg,Power_Supply,train
+cleaned\CPU\ef30b39c2645499a9d9c0e6079bd71e3.jpg,CPU,train
+cleaned\PC_Case\4bce0bdee7854dce9089c1f430595264.jpg,PC_Case,train
+cleaned\AIO_Liquid_Cooler\063f6862195f458a920f203e27a55bb2.jpg,AIO_Liquid_Cooler,train
+cleaned\Motherboard\2bd24ff5c58a412fa112f5662bc1ecaa.jpg,Motherboard,train
+cleaned\Air_Cooler\ca1cd17568fb4b26a5e3ebe4104b3997.jpg,Air_Cooler,train
+cleaned\AIO_Liquid_Cooler\f5936835597e45359940f5f8713e4392.jpg,AIO_Liquid_Cooler,train
+cleaned\RAM_Stick\5af57789a9ca48228ba073a802a74139.jpg,RAM_Stick,test
+cleaned\Good_Cable_Management\c2e68bc0201546eca7f203a6d3e90be6.jpg,Good_Cable_Management,train
+cleaned\Motherboard\6e458f1a3498464c8fa8a8aceced0cc5.jpg,Motherboard,train
+cleaned\PC_Case\2bd5fa666a47455691aa00cd6b9653b4.jpg,PC_Case,train
+cleaned\Motherboard\57fc806af18d42178fde33f165bc8e4b.jpg,Motherboard,test
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+cleaned\Motherboard\df5273bae88849b3ae59f43a0fd28aec.jpg,Motherboard,train
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