diff --git a/Albumentations/images/0.png b/Albumentations/images/0.png
index a77f13a..3240ab2 100644
Binary files a/Albumentations/images/0.png and b/Albumentations/images/0.png differ
diff --git a/Albumentations/images/1.png b/Albumentations/images/1.png
index d47f216..d2916ef 100644
Binary files a/Albumentations/images/1.png and b/Albumentations/images/1.png differ
diff --git a/Albumentations/images/10.png b/Albumentations/images/10.png
index e269a9e..0946fd0 100644
Binary files a/Albumentations/images/10.png and b/Albumentations/images/10.png differ
diff --git a/Albumentations/images/11.png b/Albumentations/images/11.png
index 590ab19..865935f 100644
Binary files a/Albumentations/images/11.png and b/Albumentations/images/11.png differ
diff --git a/Albumentations/images/12.png b/Albumentations/images/12.png
index 69256a5..ec93d21 100644
Binary files a/Albumentations/images/12.png and b/Albumentations/images/12.png differ
diff --git a/Albumentations/images/13.png b/Albumentations/images/13.png
index d61a657..62173db 100644
Binary files a/Albumentations/images/13.png and b/Albumentations/images/13.png differ
diff --git a/Albumentations/images/14.png b/Albumentations/images/14.png
index c594c8e..1bfc781 100644
Binary files a/Albumentations/images/14.png and b/Albumentations/images/14.png differ
diff --git a/Albumentations/images/15.png b/Albumentations/images/15.png
index f961041..32be58f 100644
Binary files a/Albumentations/images/15.png and b/Albumentations/images/15.png differ
diff --git a/Albumentations/images/16.png b/Albumentations/images/16.png
index 475c267..2dd0101 100644
Binary files a/Albumentations/images/16.png and b/Albumentations/images/16.png differ
diff --git a/Albumentations/images/17.png b/Albumentations/images/17.png
index 989c2c1..86370b8 100644
Binary files a/Albumentations/images/17.png and b/Albumentations/images/17.png differ
diff --git a/Albumentations/images/18.png b/Albumentations/images/18.png
index 43bcdc9..02dbdb9 100644
Binary files a/Albumentations/images/18.png and b/Albumentations/images/18.png differ
diff --git a/Albumentations/images/19.png b/Albumentations/images/19.png
index 874fca4..ed15dd2 100644
Binary files a/Albumentations/images/19.png and b/Albumentations/images/19.png differ
diff --git a/Albumentations/images/2.png b/Albumentations/images/2.png
index d9c2418..66d545a 100644
Binary files a/Albumentations/images/2.png and b/Albumentations/images/2.png differ
diff --git a/Albumentations/images/20.png b/Albumentations/images/20.png
index 943aa00..8136798 100644
Binary files a/Albumentations/images/20.png and b/Albumentations/images/20.png differ
diff --git a/Albumentations/images/21.png b/Albumentations/images/21.png
index 35e7f88..27e5b85 100644
Binary files a/Albumentations/images/21.png and b/Albumentations/images/21.png differ
diff --git a/Albumentations/images/22.png b/Albumentations/images/22.png
index 74d27c9..6f0765b 100644
Binary files a/Albumentations/images/22.png and b/Albumentations/images/22.png differ
diff --git a/Albumentations/images/23.png b/Albumentations/images/23.png
index 3ff71de..17f6e45 100644
Binary files a/Albumentations/images/23.png and b/Albumentations/images/23.png differ
diff --git a/Albumentations/images/24.png b/Albumentations/images/24.png
index 5b9ad53..00f221e 100644
Binary files a/Albumentations/images/24.png and b/Albumentations/images/24.png differ
diff --git a/Albumentations/images/25.png b/Albumentations/images/25.png
index a74f5ab..831e813 100644
Binary files a/Albumentations/images/25.png and b/Albumentations/images/25.png differ
diff --git a/Albumentations/images/3.png b/Albumentations/images/3.png
index b5d51bb..eb96726 100644
Binary files a/Albumentations/images/3.png and b/Albumentations/images/3.png differ
diff --git a/Albumentations/images/4.png b/Albumentations/images/4.png
index 0a2e9eb..6dfa34d 100644
Binary files a/Albumentations/images/4.png and b/Albumentations/images/4.png differ
diff --git a/Albumentations/images/5.png b/Albumentations/images/5.png
index a2b1e6b..c4c710a 100644
Binary files a/Albumentations/images/5.png and b/Albumentations/images/5.png differ
diff --git a/Albumentations/images/6.png b/Albumentations/images/6.png
index fab0232..311e9ce 100644
Binary files a/Albumentations/images/6.png and b/Albumentations/images/6.png differ
diff --git a/Albumentations/images/7.png b/Albumentations/images/7.png
index d7a46fc..4b4a8a4 100644
Binary files a/Albumentations/images/7.png and b/Albumentations/images/7.png differ
diff --git a/Albumentations/images/8.png b/Albumentations/images/8.png
index 80b1886..8152c64 100644
Binary files a/Albumentations/images/8.png and b/Albumentations/images/8.png differ
diff --git a/Albumentations/images/9.png b/Albumentations/images/9.png
index 08ac016..47b38a1 100644
Binary files a/Albumentations/images/9.png and b/Albumentations/images/9.png differ
diff --git a/AlbumentationsAugmented1.png b/AlbumentationsAugmented1.png
index f23f0bc..887aee0 100644
Binary files a/AlbumentationsAugmented1.png and b/AlbumentationsAugmented1.png differ
diff --git a/AlbumentationsAugmented2.png b/AlbumentationsAugmented2.png
index b40b0c1..6471da7 100644
Binary files a/AlbumentationsAugmented2.png and b/AlbumentationsAugmented2.png differ
diff --git a/PyTorch/images/0.png b/PyTorch/images/0.png
index d73bd6b..340eb6f 100644
Binary files a/PyTorch/images/0.png and b/PyTorch/images/0.png differ
diff --git a/PyTorch/images/1.png b/PyTorch/images/1.png
index cbc7b2c..7dc3409 100644
Binary files a/PyTorch/images/1.png and b/PyTorch/images/1.png differ
diff --git a/PyTorch/images/10.png b/PyTorch/images/10.png
index 623397e..3faab6e 100644
Binary files a/PyTorch/images/10.png and b/PyTorch/images/10.png differ
diff --git a/PyTorch/images/11.png b/PyTorch/images/11.png
index 0da4722..b2f0e25 100644
Binary files a/PyTorch/images/11.png and b/PyTorch/images/11.png differ
diff --git a/PyTorch/images/12.png b/PyTorch/images/12.png
index f22046b..aa8374a 100644
Binary files a/PyTorch/images/12.png and b/PyTorch/images/12.png differ
diff --git a/PyTorch/images/13.png b/PyTorch/images/13.png
index 6efb4f4..37186a7 100644
Binary files a/PyTorch/images/13.png and b/PyTorch/images/13.png differ
diff --git a/PyTorch/images/14.png b/PyTorch/images/14.png
index 740647b..4b39d91 100644
Binary files a/PyTorch/images/14.png and b/PyTorch/images/14.png differ
diff --git a/PyTorch/images/15.png b/PyTorch/images/15.png
index 8ea35fe..fc83480 100644
Binary files a/PyTorch/images/15.png and b/PyTorch/images/15.png differ
diff --git a/PyTorch/images/16.png b/PyTorch/images/16.png
index 0a5692d..08d2d16 100644
Binary files a/PyTorch/images/16.png and b/PyTorch/images/16.png differ
diff --git a/PyTorch/images/17.png b/PyTorch/images/17.png
index 54ecbaa..9112f08 100644
Binary files a/PyTorch/images/17.png and b/PyTorch/images/17.png differ
diff --git a/PyTorch/images/18.png b/PyTorch/images/18.png
index b0739a0..88893e4 100644
Binary files a/PyTorch/images/18.png and b/PyTorch/images/18.png differ
diff --git a/PyTorch/images/19.png b/PyTorch/images/19.png
index de62636..74fa5e0 100644
Binary files a/PyTorch/images/19.png and b/PyTorch/images/19.png differ
diff --git a/PyTorch/images/2.png b/PyTorch/images/2.png
index 8069102..ab819c1 100644
Binary files a/PyTorch/images/2.png and b/PyTorch/images/2.png differ
diff --git a/PyTorch/images/20.png b/PyTorch/images/20.png
index c10e580..f4fc7ba 100644
Binary files a/PyTorch/images/20.png and b/PyTorch/images/20.png differ
diff --git a/PyTorch/images/21.png b/PyTorch/images/21.png
index bcaa9b8..f346c12 100644
Binary files a/PyTorch/images/21.png and b/PyTorch/images/21.png differ
diff --git a/PyTorch/images/22.png b/PyTorch/images/22.png
index 43df85a..f80a650 100644
Binary files a/PyTorch/images/22.png and b/PyTorch/images/22.png differ
diff --git a/PyTorch/images/23.png b/PyTorch/images/23.png
index a1ba8e7..bd84406 100644
Binary files a/PyTorch/images/23.png and b/PyTorch/images/23.png differ
diff --git a/PyTorch/images/24.png b/PyTorch/images/24.png
index 2cf909d..0e7bf14 100644
Binary files a/PyTorch/images/24.png and b/PyTorch/images/24.png differ
diff --git a/PyTorch/images/25.png b/PyTorch/images/25.png
index ff40e5b..ce0bdf2 100644
Binary files a/PyTorch/images/25.png and b/PyTorch/images/25.png differ
diff --git a/PyTorch/images/3.png b/PyTorch/images/3.png
index f6083db..91a88f1 100644
Binary files a/PyTorch/images/3.png and b/PyTorch/images/3.png differ
diff --git a/PyTorch/images/4.png b/PyTorch/images/4.png
index 8c46021..55c2db6 100644
Binary files a/PyTorch/images/4.png and b/PyTorch/images/4.png differ
diff --git a/PyTorch/images/5.png b/PyTorch/images/5.png
index e4570f3..7d5ea19 100644
Binary files a/PyTorch/images/5.png and b/PyTorch/images/5.png differ
diff --git a/PyTorch/images/6.png b/PyTorch/images/6.png
index 5a2c6db..cc740c3 100644
Binary files a/PyTorch/images/6.png and b/PyTorch/images/6.png differ
diff --git a/PyTorch/images/7.png b/PyTorch/images/7.png
index 99ddd5f..79b5107 100644
Binary files a/PyTorch/images/7.png and b/PyTorch/images/7.png differ
diff --git a/PyTorch/images/8.png b/PyTorch/images/8.png
index 5fb0285..c28957e 100644
Binary files a/PyTorch/images/8.png and b/PyTorch/images/8.png differ
diff --git a/PyTorch/images/9.png b/PyTorch/images/9.png
index 94fdad0..5edb4ad 100644
Binary files a/PyTorch/images/9.png and b/PyTorch/images/9.png differ
diff --git a/PyTorchAugmented.png b/PyTorchAugmented.png
index 9f6fd47..a2a4651 100644
Binary files a/PyTorchAugmented.png and b/PyTorchAugmented.png differ
diff --git a/PyTorchAugmented2.png b/PyTorchAugmented2.png
index 56e6a67..d30b877 100644
Binary files a/PyTorchAugmented2.png and b/PyTorchAugmented2.png differ
diff --git a/TFAugmented.png b/TFAugmented.png
index 906ed20..004c9ad 100644
Binary files a/TFAugmented.png and b/TFAugmented.png differ
diff --git a/TFAugmented2.png b/TFAugmented2.png
index 01eff11..3e40c98 100644
Binary files a/TFAugmented2.png and b/TFAugmented2.png differ
diff --git a/TFOrig.png b/TFOrig.png
index c7f02a2..31e2fca 100644
Binary files a/TFOrig.png and b/TFOrig.png differ
diff --git a/augmented.png b/augmented.png
index 13b09c0..5010932 100644
Binary files a/augmented.png and b/augmented.png differ
diff --git a/augmented2.png b/augmented2.png
index 2db6187..bbbf199 100644
Binary files a/augmented2.png and b/augmented2.png differ
diff --git a/imgaugs/0.png b/imgaugs/0.png
index 9b9e6e9..f61f1ed 100644
Binary files a/imgaugs/0.png and b/imgaugs/0.png differ
diff --git a/imgaugs/1.png b/imgaugs/1.png
index 53fc0fd..6ad4597 100644
Binary files a/imgaugs/1.png and b/imgaugs/1.png differ
diff --git a/imgaugs/10.png b/imgaugs/10.png
index b5ebf0d..0c7dae1 100644
Binary files a/imgaugs/10.png and b/imgaugs/10.png differ
diff --git a/imgaugs/11.png b/imgaugs/11.png
index 81a2a05..80eb48b 100644
Binary files a/imgaugs/11.png and b/imgaugs/11.png differ
diff --git a/imgaugs/12.png b/imgaugs/12.png
index 5f605c7..5c55380 100644
Binary files a/imgaugs/12.png and b/imgaugs/12.png differ
diff --git a/imgaugs/13.png b/imgaugs/13.png
index 92ecba8..839d2ad 100644
Binary files a/imgaugs/13.png and b/imgaugs/13.png differ
diff --git a/imgaugs/14.png b/imgaugs/14.png
index 40c4901..db609d7 100644
Binary files a/imgaugs/14.png and b/imgaugs/14.png differ
diff --git a/imgaugs/15.png b/imgaugs/15.png
index 021452f..934c083 100644
Binary files a/imgaugs/15.png and b/imgaugs/15.png differ
diff --git a/imgaugs/16.png b/imgaugs/16.png
index cd49140..0a4171e 100644
Binary files a/imgaugs/16.png and b/imgaugs/16.png differ
diff --git a/imgaugs/17.png b/imgaugs/17.png
index 3b6c8b0..050c8eb 100644
Binary files a/imgaugs/17.png and b/imgaugs/17.png differ
diff --git a/imgaugs/18.png b/imgaugs/18.png
index 8e265da..b581e75 100644
Binary files a/imgaugs/18.png and b/imgaugs/18.png differ
diff --git a/imgaugs/19.png b/imgaugs/19.png
index 6c175cf..4d7dea3 100644
Binary files a/imgaugs/19.png and b/imgaugs/19.png differ
diff --git a/imgaugs/2.png b/imgaugs/2.png
index 433bf2e..b99226c 100644
Binary files a/imgaugs/2.png and b/imgaugs/2.png differ
diff --git a/imgaugs/20.png b/imgaugs/20.png
index 01b7eec..0faee7a 100644
Binary files a/imgaugs/20.png and b/imgaugs/20.png differ
diff --git a/imgaugs/21.png b/imgaugs/21.png
index 0fd9c77..fb3dcc7 100644
Binary files a/imgaugs/21.png and b/imgaugs/21.png differ
diff --git a/imgaugs/22.png b/imgaugs/22.png
index 3ef08c6..703f695 100644
Binary files a/imgaugs/22.png and b/imgaugs/22.png differ
diff --git a/imgaugs/23.png b/imgaugs/23.png
index 137ac0b..642c9da 100644
Binary files a/imgaugs/23.png and b/imgaugs/23.png differ
diff --git a/imgaugs/24.png b/imgaugs/24.png
index f6d31f0..59a7a2e 100644
Binary files a/imgaugs/24.png and b/imgaugs/24.png differ
diff --git a/imgaugs/25.png b/imgaugs/25.png
index f00d2b1..debe7d9 100644
Binary files a/imgaugs/25.png and b/imgaugs/25.png differ
diff --git a/imgaugs/3.png b/imgaugs/3.png
index 9c89399..6bf9fff 100644
Binary files a/imgaugs/3.png and b/imgaugs/3.png differ
diff --git a/imgaugs/4.png b/imgaugs/4.png
index 364528c..2051233 100644
Binary files a/imgaugs/4.png and b/imgaugs/4.png differ
diff --git a/imgaugs/5.png b/imgaugs/5.png
index e9e2cc9..5e7845c 100644
Binary files a/imgaugs/5.png and b/imgaugs/5.png differ
diff --git a/imgaugs/6.png b/imgaugs/6.png
index c343d71..20fba07 100644
Binary files a/imgaugs/6.png and b/imgaugs/6.png differ
diff --git a/imgaugs/7.png b/imgaugs/7.png
index cc54535..a09bada 100644
Binary files a/imgaugs/7.png and b/imgaugs/7.png differ
diff --git a/imgaugs/8.png b/imgaugs/8.png
index 8d2a03d..9342333 100644
Binary files a/imgaugs/8.png and b/imgaugs/8.png differ
diff --git a/imgaugs/9.png b/imgaugs/9.png
index 09f8aea..21ff683 100644
Binary files a/imgaugs/9.png and b/imgaugs/9.png differ
diff --git a/tensorflow/images/0.png b/tensorflow/images/0.png
index 8ba81c7..dbe6ac6 100644
Binary files a/tensorflow/images/0.png and b/tensorflow/images/0.png differ
diff --git a/tensorflow/images/1.png b/tensorflow/images/1.png
index dfc8bdc..bef1549 100644
Binary files a/tensorflow/images/1.png and b/tensorflow/images/1.png differ
diff --git a/tensorflow/images/10.png b/tensorflow/images/10.png
index e22c690..1beed49 100644
Binary files a/tensorflow/images/10.png and b/tensorflow/images/10.png differ
diff --git a/tensorflow/images/11.png b/tensorflow/images/11.png
index 9a0849c..77d6804 100644
Binary files a/tensorflow/images/11.png and b/tensorflow/images/11.png differ
diff --git a/tensorflow/images/12.png b/tensorflow/images/12.png
index 79fb374..d8e7043 100644
Binary files a/tensorflow/images/12.png and b/tensorflow/images/12.png differ
diff --git a/tensorflow/images/13.png b/tensorflow/images/13.png
index a426f10..3b06129 100644
Binary files a/tensorflow/images/13.png and b/tensorflow/images/13.png differ
diff --git a/tensorflow/images/14.png b/tensorflow/images/14.png
index 3351580..60b4124 100644
Binary files a/tensorflow/images/14.png and b/tensorflow/images/14.png differ
diff --git a/tensorflow/images/15.png b/tensorflow/images/15.png
index 6c2886d..71c89c1 100644
Binary files a/tensorflow/images/15.png and b/tensorflow/images/15.png differ
diff --git a/tensorflow/images/16.png b/tensorflow/images/16.png
index a487581..68fbe86 100644
Binary files a/tensorflow/images/16.png and b/tensorflow/images/16.png differ
diff --git a/tensorflow/images/17.png b/tensorflow/images/17.png
index aee492a..72b1a6b 100644
Binary files a/tensorflow/images/17.png and b/tensorflow/images/17.png differ
diff --git a/tensorflow/images/18.png b/tensorflow/images/18.png
index 43ef0b2..73e4904 100644
Binary files a/tensorflow/images/18.png and b/tensorflow/images/18.png differ
diff --git a/tensorflow/images/19.png b/tensorflow/images/19.png
index b0d08c1..8339a18 100644
Binary files a/tensorflow/images/19.png and b/tensorflow/images/19.png differ
diff --git a/tensorflow/images/2.png b/tensorflow/images/2.png
index f9e18da..c11a929 100644
Binary files a/tensorflow/images/2.png and b/tensorflow/images/2.png differ
diff --git a/tensorflow/images/20.png b/tensorflow/images/20.png
index b8f2bd0..468666f 100644
Binary files a/tensorflow/images/20.png and b/tensorflow/images/20.png differ
diff --git a/tensorflow/images/21.png b/tensorflow/images/21.png
index b5e4d4c..1fe8de0 100644
Binary files a/tensorflow/images/21.png and b/tensorflow/images/21.png differ
diff --git a/tensorflow/images/22.png b/tensorflow/images/22.png
index 6d39c25..973a9fb 100644
Binary files a/tensorflow/images/22.png and b/tensorflow/images/22.png differ
diff --git a/tensorflow/images/23.png b/tensorflow/images/23.png
index b521935..b1fbdbe 100644
Binary files a/tensorflow/images/23.png and b/tensorflow/images/23.png differ
diff --git a/tensorflow/images/24.png b/tensorflow/images/24.png
index 9d4c8c3..c42a5c6 100644
Binary files a/tensorflow/images/24.png and b/tensorflow/images/24.png differ
diff --git a/tensorflow/images/25.png b/tensorflow/images/25.png
index 88b0e55..53f67b1 100644
Binary files a/tensorflow/images/25.png and b/tensorflow/images/25.png differ
diff --git a/tensorflow/images/3.png b/tensorflow/images/3.png
index 4795aa4..43eb37c 100644
Binary files a/tensorflow/images/3.png and b/tensorflow/images/3.png differ
diff --git a/tensorflow/images/4.png b/tensorflow/images/4.png
index 41171c8..3a1daab 100644
Binary files a/tensorflow/images/4.png and b/tensorflow/images/4.png differ
diff --git a/tensorflow/images/5.png b/tensorflow/images/5.png
index 836f36e..3778ac5 100644
Binary files a/tensorflow/images/5.png and b/tensorflow/images/5.png differ
diff --git a/tensorflow/images/6.png b/tensorflow/images/6.png
index 079c689..236738a 100644
Binary files a/tensorflow/images/6.png and b/tensorflow/images/6.png differ
diff --git a/tensorflow/images/7.png b/tensorflow/images/7.png
index ebdf837..132a2bd 100644
Binary files a/tensorflow/images/7.png and b/tensorflow/images/7.png differ
diff --git a/tensorflow/images/8.png b/tensorflow/images/8.png
index ac5fe50..bcdd7ae 100644
Binary files a/tensorflow/images/8.png and b/tensorflow/images/8.png differ
diff --git a/tensorflow/images/9.png b/tensorflow/images/9.png
index 26c65b3..a4c9ba2 100644
Binary files a/tensorflow/images/9.png and b/tensorflow/images/9.png differ
diff --git a/train/1-7a715ad8-449d-4b5a-aba2c5d92d9b5a21_source_png.rf.431c415482f387e6abef402251359030.jpg b/train/1-7a715ad8-449d-4b5a-aba2c5d92d9b5a21_source_png.rf.431c415482f387e6abef402251359030.jpg
index d05eb28..53a1077 100644
Binary files a/train/1-7a715ad8-449d-4b5a-aba2c5d92d9b5a21_source_png.rf.431c415482f387e6abef402251359030.jpg and b/train/1-7a715ad8-449d-4b5a-aba2c5d92d9b5a21_source_png.rf.431c415482f387e6abef402251359030.jpg differ
diff --git a/train/10-300px-bird_diversity_2013_png.rf.2f2905d8876e68253bb820c8e7aa3df7.jpg b/train/10-300px-bird_diversity_2013_png.rf.2f2905d8876e68253bb820c8e7aa3df7.jpg
index 2ba1f6e..8e52286 100644
Binary files a/train/10-300px-bird_diversity_2013_png.rf.2f2905d8876e68253bb820c8e7aa3df7.jpg and b/train/10-300px-bird_diversity_2013_png.rf.2f2905d8876e68253bb820c8e7aa3df7.jpg differ
diff --git a/train/10-two-zebras-serengeti-national-park-tanzania_jpg.rf.454ceb0c1f0aa13f588d59294d457259.jpg b/train/10-two-zebras-serengeti-national-park-tanzania_jpg.rf.454ceb0c1f0aa13f588d59294d457259.jpg
index 1d411b8..1417279 100644
Binary files a/train/10-two-zebras-serengeti-national-park-tanzania_jpg.rf.454ceb0c1f0aa13f588d59294d457259.jpg and b/train/10-two-zebras-serengeti-national-park-tanzania_jpg.rf.454ceb0c1f0aa13f588d59294d457259.jpg differ
diff --git a/train/12-1550730493-8318_jpg.rf.fee8cb402ef2965bf7ccaeac17831b15.jpg b/train/12-1550730493-8318_jpg.rf.fee8cb402ef2965bf7ccaeac17831b15.jpg
index f3dd661..ba249ae 100644
Binary files a/train/12-1550730493-8318_jpg.rf.fee8cb402ef2965bf7ccaeac17831b15.jpg and b/train/12-1550730493-8318_jpg.rf.fee8cb402ef2965bf7ccaeac17831b15.jpg differ
diff --git a/train/13-theron-anderson-124505431_jpg.rf.6922a24083820f251fe32f3dc46151de.jpg b/train/13-theron-anderson-124505431_jpg.rf.6922a24083820f251fe32f3dc46151de.jpg
index 2b8c27d..8896641 100644
Binary files a/train/13-theron-anderson-124505431_jpg.rf.6922a24083820f251fe32f3dc46151de.jpg and b/train/13-theron-anderson-124505431_jpg.rf.6922a24083820f251fe32f3dc46151de.jpg differ
diff --git a/train/13-zebras-e1550768121954_jpg.rf.5b7f8570c0f5b40656c37228f0886ee8.jpg b/train/13-zebras-e1550768121954_jpg.rf.5b7f8570c0f5b40656c37228f0886ee8.jpg
index e440bc3..0f31b6b 100644
Binary files a/train/13-zebras-e1550768121954_jpg.rf.5b7f8570c0f5b40656c37228f0886ee8.jpg and b/train/13-zebras-e1550768121954_jpg.rf.5b7f8570c0f5b40656c37228f0886ee8.jpg differ
diff --git a/train/14-flach-tern-_jpg.rf.1b375a5c9d8936de47f1cbd30503d1fc.jpg b/train/14-flach-tern-_jpg.rf.1b375a5c9d8936de47f1cbd30503d1fc.jpg
index 82c4f00..07d42f6 100644
Binary files a/train/14-flach-tern-_jpg.rf.1b375a5c9d8936de47f1cbd30503d1fc.jpg and b/train/14-flach-tern-_jpg.rf.1b375a5c9d8936de47f1cbd30503d1fc.jpg differ
diff --git a/train/14-grevy-e2-80-99s-zebra-portrait_jpg.rf.cb8ecc5e89d8e0295358ecbc63dd0c15.jpg b/train/14-grevy-e2-80-99s-zebra-portrait_jpg.rf.cb8ecc5e89d8e0295358ecbc63dd0c15.jpg
index c352c1f..bfeaf79 100644
Binary files a/train/14-grevy-e2-80-99s-zebra-portrait_jpg.rf.cb8ecc5e89d8e0295358ecbc63dd0c15.jpg and b/train/14-grevy-e2-80-99s-zebra-portrait_jpg.rf.cb8ecc5e89d8e0295358ecbc63dd0c15.jpg differ
diff --git a/train/15-plains-zebra_thumb_jpg.rf.ecacfad8591f7790f26d0a3fb1dd3178.jpg b/train/15-plains-zebra_thumb_jpg.rf.ecacfad8591f7790f26d0a3fb1dd3178.jpg
index 379e52a..a203fe3 100644
Binary files a/train/15-plains-zebra_thumb_jpg.rf.ecacfad8591f7790f26d0a3fb1dd3178.jpg and b/train/15-plains-zebra_thumb_jpg.rf.ecacfad8591f7790f26d0a3fb1dd3178.jpg differ
diff --git a/train/16-9d763dea735c7f42e0f50e28d4e5ba71_jpg.rf.599f399258db9a34bb12fa61b8f86af6.jpg b/train/16-9d763dea735c7f42e0f50e28d4e5ba71_jpg.rf.599f399258db9a34bb12fa61b8f86af6.jpg
index 586db87..b43de60 100644
Binary files a/train/16-9d763dea735c7f42e0f50e28d4e5ba71_jpg.rf.599f399258db9a34bb12fa61b8f86af6.jpg and b/train/16-9d763dea735c7f42e0f50e28d4e5ba71_jpg.rf.599f399258db9a34bb12fa61b8f86af6.jpg differ
diff --git a/train/17-190043271-a411b3d3-737f-40ec-9f2d-f3bc99514b1b_jpg.rf.5a928ca6145ad1d61e3f5812f592d2a8.jpg b/train/17-190043271-a411b3d3-737f-40ec-9f2d-f3bc99514b1b_jpg.rf.5a928ca6145ad1d61e3f5812f592d2a8.jpg
index aa095ea..11bdfc6 100644
Binary files a/train/17-190043271-a411b3d3-737f-40ec-9f2d-f3bc99514b1b_jpg.rf.5a928ca6145ad1d61e3f5812f592d2a8.jpg and b/train/17-190043271-a411b3d3-737f-40ec-9f2d-f3bc99514b1b_jpg.rf.5a928ca6145ad1d61e3f5812f592d2a8.jpg differ
diff --git a/train/17-ss-bird_honeycreeper_jpg.rf.7172aefd79293423945f63f05747f470.jpg b/train/17-ss-bird_honeycreeper_jpg.rf.7172aefd79293423945f63f05747f470.jpg
index 4edf4ed..1242ada 100644
Binary files a/train/17-ss-bird_honeycreeper_jpg.rf.7172aefd79293423945f63f05747f470.jpg and b/train/17-ss-bird_honeycreeper_jpg.rf.7172aefd79293423945f63f05747f470.jpg differ
diff --git a/train/18-petrusich-dont-mess-with-the-birds_jpg.rf.dad327a2756e97fb6261ddafd1b0255e.jpg b/train/18-petrusich-dont-mess-with-the-birds_jpg.rf.dad327a2756e97fb6261ddafd1b0255e.jpg
index 44a338b..9eb5f7f 100644
Binary files a/train/18-petrusich-dont-mess-with-the-birds_jpg.rf.dad327a2756e97fb6261ddafd1b0255e.jpg and b/train/18-petrusich-dont-mess-with-the-birds_jpg.rf.dad327a2756e97fb6261ddafd1b0255e.jpg differ
diff --git a/train/19-uk_community-fun-facts-19-common-british-birds-you-can-find-your-garden_header_jpg.rf.069af846d4585f6467c8ea725ead6b70.jpg b/train/19-uk_community-fun-facts-19-common-british-birds-you-can-find-your-garden_header_jpg.rf.069af846d4585f6467c8ea725ead6b70.jpg
index 8bdf4f4..01d30f4 100644
Binary files a/train/19-uk_community-fun-facts-19-common-british-birds-you-can-find-your-garden_header_jpg.rf.069af846d4585f6467c8ea725ead6b70.jpg and b/train/19-uk_community-fun-facts-19-common-british-birds-you-can-find-your-garden_header_jpg.rf.069af846d4585f6467c8ea725ead6b70.jpg differ
diff --git a/train/19-zebra_jpg.rf.0fbd72cb93a40a831debc493ea384f42.jpg b/train/19-zebra_jpg.rf.0fbd72cb93a40a831debc493ea384f42.jpg
index 051f55d..0ea82ff 100644
Binary files a/train/19-zebra_jpg.rf.0fbd72cb93a40a831debc493ea384f42.jpg and b/train/19-zebra_jpg.rf.0fbd72cb93a40a831debc493ea384f42.jpg differ
diff --git a/train/2-191204-migratory-birds-ac-1040p_292938ac6125827916dabfc4cfac79f9_jpg.rf.4bcc34ea92e292b4f9318a155a1ecf83.jpg b/train/2-191204-migratory-birds-ac-1040p_292938ac6125827916dabfc4cfac79f9_jpg.rf.4bcc34ea92e292b4f9318a155a1ecf83.jpg
index 6e11c67..57be85a 100644
Binary files a/train/2-191204-migratory-birds-ac-1040p_292938ac6125827916dabfc4cfac79f9_jpg.rf.4bcc34ea92e292b4f9318a155a1ecf83.jpg and b/train/2-191204-migratory-birds-ac-1040p_292938ac6125827916dabfc4cfac79f9_jpg.rf.4bcc34ea92e292b4f9318a155a1ecf83.jpg differ
diff --git a/train/2-hjfe8nkwucmgfhccndj3rk_jpg.rf.8db9056f41502fbde31bf1fa5a8e0d50.jpg b/train/2-hjfe8nkwucmgfhccndj3rk_jpg.rf.8db9056f41502fbde31bf1fa5a8e0d50.jpg
index b4de415..8e199cd 100644
Binary files a/train/2-hjfe8nkwucmgfhccndj3rk_jpg.rf.8db9056f41502fbde31bf1fa5a8e0d50.jpg and b/train/2-hjfe8nkwucmgfhccndj3rk_jpg.rf.8db9056f41502fbde31bf1fa5a8e0d50.jpg differ
diff --git a/train/20-apps-25758-14302936925643487-4d207f31-f506-432a-b6bd-72a91caf91f8-4752c3f6-0871-4ac4-b6bf-8fb2e382c8ed_jpg.rf.a4a03b71cbbe92eb3685ee4ce11e8a24.jpg b/train/20-apps-25758-14302936925643487-4d207f31-f506-432a-b6bd-72a91caf91f8-4752c3f6-0871-4ac4-b6bf-8fb2e382c8ed_jpg.rf.a4a03b71cbbe92eb3685ee4ce11e8a24.jpg
index 8f6ec1e..fa90a66 100644
Binary files a/train/20-apps-25758-14302936925643487-4d207f31-f506-432a-b6bd-72a91caf91f8-4752c3f6-0871-4ac4-b6bf-8fb2e382c8ed_jpg.rf.a4a03b71cbbe92eb3685ee4ce11e8a24.jpg and b/train/20-apps-25758-14302936925643487-4d207f31-f506-432a-b6bd-72a91caf91f8-4752c3f6-0871-4ac4-b6bf-8fb2e382c8ed_jpg.rf.a4a03b71cbbe92eb3685ee4ce11e8a24.jpg differ
diff --git a/train/20-hero_zebra_animals_jpg.rf.ac120c5241250713e3c3d4c525d6fcc2.jpg b/train/20-hero_zebra_animals_jpg.rf.ac120c5241250713e3c3d4c525d6fcc2.jpg
index 4a9a804..4f0a90b 100644
Binary files a/train/20-hero_zebra_animals_jpg.rf.ac120c5241250713e3c3d4c525d6fcc2.jpg and b/train/20-hero_zebra_animals_jpg.rf.ac120c5241250713e3c3d4c525d6fcc2.jpg differ
diff --git a/train/3-13178ffc-0ff7-4ea0-84d6-1755a0e6bf22-white_oak_conservation_zebra_family_jpg.rf.548cb191d051f362f2059af68641f38a.jpg b/train/3-13178ffc-0ff7-4ea0-84d6-1755a0e6bf22-white_oak_conservation_zebra_family_jpg.rf.548cb191d051f362f2059af68641f38a.jpg
index 5464f23..8d665d8 100644
Binary files a/train/3-13178ffc-0ff7-4ea0-84d6-1755a0e6bf22-white_oak_conservation_zebra_family_jpg.rf.548cb191d051f362f2059af68641f38a.jpg and b/train/3-13178ffc-0ff7-4ea0-84d6-1755a0e6bf22-white_oak_conservation_zebra_family_jpg.rf.548cb191d051f362f2059af68641f38a.jpg differ
diff --git a/train/3-78996-istock-682216682_jpg.rf.cae4ef27a63295b80d79867d75611e52.jpg b/train/3-78996-istock-682216682_jpg.rf.cae4ef27a63295b80d79867d75611e52.jpg
index 98e97bd..a59494f 100644
Binary files a/train/3-78996-istock-682216682_jpg.rf.cae4ef27a63295b80d79867d75611e52.jpg and b/train/3-78996-istock-682216682_jpg.rf.cae4ef27a63295b80d79867d75611e52.jpg differ
diff --git a/train/6-202984001_jpg.rf.4feaccef5ea4f9ee6940fb4bd8ac0f47.jpg b/train/6-202984001_jpg.rf.4feaccef5ea4f9ee6940fb4bd8ac0f47.jpg
index 8d725ab..841ec31 100644
Binary files a/train/6-202984001_jpg.rf.4feaccef5ea4f9ee6940fb4bd8ac0f47.jpg and b/train/6-202984001_jpg.rf.4feaccef5ea4f9ee6940fb4bd8ac0f47.jpg differ
diff --git a/train/7-bird-gettyimages-582446599-58ec5c4d5f9b58ef7e24e7f4_jpg.rf.e2326b0f418735d6f1631db190d756c2.jpg b/train/7-bird-gettyimages-582446599-58ec5c4d5f9b58ef7e24e7f4_jpg.rf.e2326b0f418735d6f1631db190d756c2.jpg
index f678793..7ed6211 100644
Binary files a/train/7-bird-gettyimages-582446599-58ec5c4d5f9b58ef7e24e7f4_jpg.rf.e2326b0f418735d6f1631db190d756c2.jpg and b/train/7-bird-gettyimages-582446599-58ec5c4d5f9b58ef7e24e7f4_jpg.rf.e2326b0f418735d6f1631db190d756c2.jpg differ
diff --git a/train/7-equus_quagga_burchellii_-_etosha-2c_2014_jpg.rf.178ebab26ad44b41722068eb8e1463fa.jpg b/train/7-equus_quagga_burchellii_-_etosha-2c_2014_jpg.rf.178ebab26ad44b41722068eb8e1463fa.jpg
index bdcbd76..350191f 100644
Binary files a/train/7-equus_quagga_burchellii_-_etosha-2c_2014_jpg.rf.178ebab26ad44b41722068eb8e1463fa.jpg and b/train/7-equus_quagga_burchellii_-_etosha-2c_2014_jpg.rf.178ebab26ad44b41722068eb8e1463fa.jpg differ
diff --git a/train/8-gettyimages-1043597638-49acd69677d7442588c1d8930d298a59_jpg.rf.013ed2a6d4115554b82938a36b7041d1.jpg b/train/8-gettyimages-1043597638-49acd69677d7442588c1d8930d298a59_jpg.rf.013ed2a6d4115554b82938a36b7041d1.jpg
index b8f1bd5..3963caa 100644
Binary files a/train/8-gettyimages-1043597638-49acd69677d7442588c1d8930d298a59_jpg.rf.013ed2a6d4115554b82938a36b7041d1.jpg and b/train/8-gettyimages-1043597638-49acd69677d7442588c1d8930d298a59_jpg.rf.013ed2a6d4115554b82938a36b7041d1.jpg differ
diff --git a/train/8-taiwan-blue-magpie-web-824x549_jpg.rf.6b1ceed576ddf76f86b1b6d6040cad70.jpg b/train/8-taiwan-blue-magpie-web-824x549_jpg.rf.6b1ceed576ddf76f86b1b6d6040cad70.jpg
index 3289a7b..8cde9ce 100644
Binary files a/train/8-taiwan-blue-magpie-web-824x549_jpg.rf.6b1ceed576ddf76f86b1b6d6040cad70.jpg and b/train/8-taiwan-blue-magpie-web-824x549_jpg.rf.6b1ceed576ddf76f86b1b6d6040cad70.jpg differ