diff --git a/results/.DS_Store b/results/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..7408ae4208ecac5cd59dd55479dc5d1ff07a445b
Binary files /dev/null and b/results/.DS_Store differ
diff --git a/results/apd/.DS_Store b/results/apd/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..cbc16ba29ff6d2cf5c8e25e75ff4d79693102546
Binary files /dev/null and b/results/apd/.DS_Store differ
diff --git a/results/apd/cnns/.DS_Store b/results/apd/cnns/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..a5fe224f05771d8ae227ed8d99e9eea8a6cc0c81
Binary files /dev/null and b/results/apd/cnns/.DS_Store differ
diff --git a/results/apd/cnns/data-aug/.DS_Store b/results/apd/cnns/data-aug/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/apd/cnns/data-aug/.DS_Store differ
diff --git a/results/apd/cnns/data-aug/models/alexnet_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/cnns/data-aug/models/alexnet_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..11bc624640c905d886ddd0d3f6673927958428b5
--- /dev/null
+++ b/results/apd/cnns/data-aug/models/alexnet_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5387cb7dfcce5442d7b03fb6628760132c1309d34872103b217fcaa659e9e82
+size 228056082
diff --git a/results/apd/cnns/data-aug/models/densenet121_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/cnns/data-aug/models/densenet121_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..da5f32b0c7b2212ff808dec60b21715da32e6abc
--- /dev/null
+++ b/results/apd/cnns/data-aug/models/densenet121_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36d7732e3f335a01f675c5813b3e874237c773a0a8a58b48b416e904be8a1bc2
+size 28532117
diff --git a/results/apd/cnns/data-aug/models/densenet169_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/cnns/data-aug/models/densenet169_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f780f3c536b812fc6e9db139305733a9ff48ff87
--- /dev/null
+++ b/results/apd/cnns/data-aug/models/densenet169_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abf80f4700a16f8aa3da28edbcfbdd33730193083e8249cd48dc6ccb54709265
+size 51107204
diff --git a/results/apd/cnns/data-aug/models/densenet201_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/cnns/data-aug/models/densenet201_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3141932398aafb792f12f63402fefc3a37abbd4b
--- /dev/null
+++ b/results/apd/cnns/data-aug/models/densenet201_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fbb50b92d3fbc0153b3b702e6612dbd1b57458544633d6c87622bd165d514964
+size 73924932
diff --git a/results/apd/cnns/data-aug/models/mobilenet_v2_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/cnns/data-aug/models/mobilenet_v2_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..74481f3019f84066f5b22ae76d82f661428797cc
--- /dev/null
+++ b/results/apd/cnns/data-aug/models/mobilenet_v2_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b953b2170c537ee3453d01b87d6db874677ee5134708f14a58f64eb5505c755f
+size 9195702
diff --git a/results/apd/cnns/data-aug/models/resnet101_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/cnns/data-aug/models/resnet101_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ea6b262db88f83200c48a73351f80416bd3cbf66
--- /dev/null
+++ b/results/apd/cnns/data-aug/models/resnet101_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a9a0ec516f44c5fc60f033022eeba68f2853e3fdf54d63cc0065460b05cc6c1
+size 170731716
diff --git a/results/apd/cnns/data-aug/models/resnet152_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/cnns/data-aug/models/resnet152_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4558b5bb375b1606ed027e865f6e897a7970b85d
--- /dev/null
+++ b/results/apd/cnns/data-aug/models/resnet152_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba46702f9b8f3990e3ef7e23194f85bc740eaa5fed876e92dd4e9449e47b22f4
+size 233633682
diff --git a/results/apd/cnns/data-aug/models/resnet50_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/cnns/data-aug/models/resnet50_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f4bb2b4278d4a3fd77684066d03133d070857ed1
--- /dev/null
+++ b/results/apd/cnns/data-aug/models/resnet50_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73c30544b52d6fef85b52412baea5813a1b74b1b54ffc759521f194ebff7fe4b
+size 94410482
diff --git a/results/apd/cnns/data-aug/models/vgg16_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/cnns/data-aug/models/vgg16_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..89bbf870c2440e1a46fec5e2527f8ca5744e61a7
--- /dev/null
+++ b/results/apd/cnns/data-aug/models/vgg16_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fbc3eda3373dc6df5bfdfeb4c7c22cacfe2b949beb2d3f511bbbfc1cbdbca9e2
+size 537089610
diff --git a/results/apd/cnns/data-aug/models/vgg19_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/cnns/data-aug/models/vgg19_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..14911f5ebe81c158b037663cb01db9ab572aa8e5
--- /dev/null
+++ b/results/apd/cnns/data-aug/models/vgg19_freeze_False_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d87bd2c81385404f26e227ff1b195cca86731e7c53bf99c08eb510db8701b10
+size 558330918
diff --git a/results/apd/cnns/no-freeze/.DS_Store b/results/apd/cnns/no-freeze/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/apd/cnns/no-freeze/.DS_Store differ
diff --git a/results/apd/cnns/no-freeze/models/alexnet_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth b/results/apd/cnns/no-freeze/models/alexnet_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c9a92108a4e3b677b2d789a194ab03f5c537b705
--- /dev/null
+++ b/results/apd/cnns/no-freeze/models/alexnet_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3948d15af69af6258a3dd66fbcab85c928973cbfaca2412dc1bff742f2a08b04
+size 228056550
diff --git a/results/apd/cnns/no-freeze/models/densenet121_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth b/results/apd/cnns/no-freeze/models/densenet121_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6c6c75e1e982a1ab892d969a0c0a7b0ddb39b8bc
--- /dev/null
+++ b/results/apd/cnns/no-freeze/models/densenet121_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40074802e27ac4653911fe3ed9d4f9b7a4ae5f5446607c1d08f86ab7cee9111c
+size 28532848
diff --git a/results/apd/cnns/no-freeze/models/densenet169_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth b/results/apd/cnns/no-freeze/models/densenet169_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..55458acc4f45f99c696cd089ab711726be3dca20
--- /dev/null
+++ b/results/apd/cnns/no-freeze/models/densenet169_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ab259e10c83b47d41b6d223e0400e1f554336eba3d1860346605a716205f5bc
+size 51108223
diff --git a/results/apd/cnns/no-freeze/models/densenet201_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth b/results/apd/cnns/no-freeze/models/densenet201_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a680662e23f5d7e7f67adbe832275de9050f2dfd
--- /dev/null
+++ b/results/apd/cnns/no-freeze/models/densenet201_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03c1b01c645301d2c850ca90376ab1e9bd2948c7061b5b423553c0a60e7fdc1a
+size 73926143
diff --git a/results/apd/cnns/no-freeze/models/mobilenet_v2_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth b/results/apd/cnns/no-freeze/models/mobilenet_v2_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..861c30ecdcf6353cb2514e69e9d665fa23758aeb
--- /dev/null
+++ b/results/apd/cnns/no-freeze/models/mobilenet_v2_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa4cc00c3c6312ccb8b24be40957a8f9a5c4314c23f7ace2a5f2ebc53f0aaaca
+size 9196020
diff --git a/results/apd/cnns/no-freeze/models/resnet101_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth b/results/apd/cnns/no-freeze/models/resnet101_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..996f67f8c83fcb6734d8803b74c2ce8e3ba2bffa
--- /dev/null
+++ b/results/apd/cnns/no-freeze/models/resnet101_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6132b1685639874150b976ad709d20a2b83a41ac255d4a61217b80a1431a3b5b
+size 170732346
diff --git a/results/apd/cnns/no-freeze/models/resnet152_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth b/results/apd/cnns/no-freeze/models/resnet152_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..74ef6a07863b5c48f8d45654cd58dfa6b88f58d5
--- /dev/null
+++ b/results/apd/cnns/no-freeze/models/resnet152_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:361302e8a491d0b335d851af3984465b29818d9c457ca6cda331cb8ff0e66dc4
+size 233634618
diff --git a/results/apd/cnns/no-freeze/models/resnet50_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth b/results/apd/cnns/no-freeze/models/resnet50_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0a72d8c9e5fcd639929147747b18c35a32c561ec
--- /dev/null
+++ b/results/apd/cnns/no-freeze/models/resnet50_freeze_False_epochs_5_batch_512_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:187180885540980f88d9a48a21ba4808ff07e386b0f3207e16ed11b329be0fe5
+size 94411190
diff --git a/results/apd/cnns/no-freeze/models/vgg16_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth b/results/apd/cnns/no-freeze/models/vgg16_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1daba8db76839a78617f0f0eb8f7c5b0174de942
--- /dev/null
+++ b/results/apd/cnns/no-freeze/models/vgg16_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4db4516cddddd7f3afa34c3d40f4449a03742d7d1614e812043b6a417a6cf860
+size 537089646
diff --git a/results/apd/cnns/no-freeze/models/vgg19_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth b/results/apd/cnns/no-freeze/models/vgg19_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3e1c4b3662bfab405d83607f7949bfe98cdf050b
--- /dev/null
+++ b/results/apd/cnns/no-freeze/models/vgg19_freeze_False_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca99b1e61e75c6bcd7a3222a31a81cb4e4adee4f4aba0c3ac06f4bcb848b0f06
+size 558330960
diff --git a/results/apd/transformers/.DS_Store b/results/apd/transformers/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..a5fe224f05771d8ae227ed8d99e9eea8a6cc0c81
Binary files /dev/null and b/results/apd/transformers/.DS_Store differ
diff --git a/results/apd/transformers/data-aug/.DS_Store b/results/apd/transformers/data-aug/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..4c0c0d04434a9e19e6bd26fa22a663be666513f2
Binary files /dev/null and b/results/apd/transformers/data-aug/.DS_Store differ
diff --git a/results/apd/transformers/data-aug/models/deit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/transformers/data-aug/models/deit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7a85916d2526722ab78673281b2cb9401d613be7
--- /dev/null
+++ b/results/apd/transformers/data-aug/models/deit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d62b9a709c3d3c311c2aef5557312c1100c7653cc5d6d77b365b721ec83df4f
+size 343280450
diff --git a/results/apd/transformers/data-aug/models/vit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth b/results/apd/transformers/data-aug/models/vit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cea33465cd8fab3eefdf419d4239b11f167c4a10
--- /dev/null
+++ b/results/apd/transformers/data-aug/models/vit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21592de5769d84d93ce6864fa683159bc2a218223f589c5ac6fd7389863761f7
+size 343274534
diff --git a/results/apd/transformers/no-freeze/.DS_Store b/results/apd/transformers/no-freeze/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/apd/transformers/no-freeze/.DS_Store differ
diff --git a/results/apd/transformers/no-freeze/models/deit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth b/results/apd/transformers/no-freeze/models/deit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..495d751e52a8e825eed7f224a3a2d326c2e1d045
--- /dev/null
+++ b/results/apd/transformers/no-freeze/models/deit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10f9feb74f5aa7380d338470444ab42379884198c9648eafcb24ec0ac88d38a9
+size 343281182
diff --git a/results/apd/transformers/no-freeze/models/vit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth b/results/apd/transformers/no-freeze/models/vit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2c3cb636bdd3c378ec9bd7b92b73bb74b0fb5c4a
--- /dev/null
+++ b/results/apd/transformers/no-freeze/models/vit_base_patch16_224_epochs_5_batch_256_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:108dc0dcaaac29114bbb37dcc454ac4036d09ae4724a1a1c88dd0a24403fbd01
+size 343280450
diff --git a/results/pornography-2k/.DS_Store b/results/pornography-2k/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..cbc16ba29ff6d2cf5c8e25e75ff4d79693102546
Binary files /dev/null and b/results/pornography-2k/.DS_Store differ
diff --git a/results/pornography-2k/cnns/.DS_Store b/results/pornography-2k/cnns/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..a5fe224f05771d8ae227ed8d99e9eea8a6cc0c81
Binary files /dev/null and b/results/pornography-2k/cnns/.DS_Store differ
diff --git a/results/pornography-2k/cnns/data-aug/.DS_Store b/results/pornography-2k/cnns/data-aug/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..f92ad22b9082ef3d67d5d6d7e730a5f382b5a3ba
Binary files /dev/null and b/results/pornography-2k/cnns/data-aug/.DS_Store differ
diff --git a/results/pornography-2k/cnns/data-aug/even-20/.DS_Store b/results/pornography-2k/cnns/data-aug/even-20/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/pornography-2k/cnns/data-aug/even-20/.DS_Store differ
diff --git a/results/pornography-2k/cnns/data-aug/even-20/models/alexnet_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/cnns/data-aug/even-20/models/alexnet_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..51ade0085a5307e30a9ba6df4f712ec02c96722c
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/even-20/models/alexnet_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d813d03d0a8e9d0085d84e51ebc1c393c68d332b828d14294acd054241f90cec
+size 228057426
diff --git a/results/pornography-2k/cnns/data-aug/even-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/cnns/data-aug/even-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..af6f6cd552825396c3aed5915be2ab63adc8f505
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/even-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5db54e127d289af5a3b84db9fe67fd1e6a7fa2ed38928053418112a38c3514bf
+size 233648722
diff --git a/results/pornography-2k/cnns/data-aug/even-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_adam_aug_True_split_10_20.pth b/results/pornography-2k/cnns/data-aug/even-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_adam_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5f1d730eecfc466318a863fb85477c06f51412f3
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/even-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_adam_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c35e1b5b6ef0c4293a5b765ab883457b5c0a1a99b971cef8094a6f26efe7e29
+size 94416502
diff --git a/results/pornography-2k/cnns/data-aug/even-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/cnns/data-aug/even-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..19cc8bb134c9124cb4c63aa63dde7b21e1883de2
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/even-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59c00226126e8fb4f3fd25e6caed64c448a367abb06b388fad4f466572f6ed61
+size 94416178
diff --git a/results/pornography-2k/cnns/data-aug/even-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/cnns/data-aug/even-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..092af2101a292849e084f83c567081b265e5c997
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/even-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7811036b8e0f6e718138f8ad76db0953829ff9f6108559cc596139b0618ba96e
+size 537092170
diff --git a/results/pornography-2k/cnns/data-aug/even-20/models/vgg19_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/cnns/data-aug/even-20/models/vgg19_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9d5d78fa5a27f31805818087c6964397f8d65e03
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/even-20/models/vgg19_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4266cd64bf7e8e66409854b08dac08f584cea4eac323dd5ce6a3a05e7638d18c
+size 558333958
diff --git a/results/pornography-2k/cnns/data-aug/middle-20/.DS_Store b/results/pornography-2k/cnns/data-aug/middle-20/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/pornography-2k/cnns/data-aug/middle-20/.DS_Store differ
diff --git a/results/pornography-2k/cnns/data-aug/middle-20/models/alexnet_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/cnns/data-aug/middle-20/models/alexnet_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5132c1fe843de1f016249ed46088ea899e1d1450
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/middle-20/models/alexnet_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:062f9a7da22f9de06733c813838997091e780f944a76d8e4f754e6f46707a689
+size 228056082
diff --git a/results/pornography-2k/cnns/data-aug/middle-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/cnns/data-aug/middle-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2c62cbc0a26afbd377bfb515a7056777659aa102
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/middle-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3e76966f31801f962688fd394805b65e285d1133408fdf22eb88e7fda8398da
+size 233633682
diff --git a/results/pornography-2k/cnns/data-aug/middle-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/cnns/data-aug/middle-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a5acf7b24e783a84856448d0f09d1338d73d791a
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/middle-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca0aeb085c08c849c47235cb1594fd42ef754657973bc2095747a10ff39821ae
+size 94410482
diff --git a/results/pornography-2k/cnns/data-aug/middle-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_15_15.pth b/results/pornography-2k/cnns/data-aug/middle-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_15_15.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7410f34d18e7db59a8c9e973946d0638036adf0e
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/middle-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_15_15.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c3201a87d2b899fb4a5fd54087e18ecd763c1d90b873508d9c6d7120aa9a3ce
+size 94417474
diff --git a/results/pornography-2k/cnns/data-aug/middle-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/cnns/data-aug/middle-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..443ca5582eff057ea622ebf54ca61ca4b411551a
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/middle-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:854328919011adc16b101c6cccd6b15076385e5e506f8cb03969853cd514db2a
+size 537089610
diff --git a/results/pornography-2k/cnns/data-aug/middle-20/models/vgg19_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/cnns/data-aug/middle-20/models/vgg19_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3edd0261e96e958b2cdd5154bbdb915283f7b082
--- /dev/null
+++ b/results/pornography-2k/cnns/data-aug/middle-20/models/vgg19_freeze_False_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6bd73f4ab8beb250a95113863d3d9e62af97323c1ac3bdc6428177f18ee85ef
+size 558330918
diff --git a/results/pornography-2k/cnns/no-freeze/.DS_Store b/results/pornography-2k/cnns/no-freeze/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..f92ad22b9082ef3d67d5d6d7e730a5f382b5a3ba
Binary files /dev/null and b/results/pornography-2k/cnns/no-freeze/.DS_Store differ
diff --git a/results/pornography-2k/cnns/no-freeze/even-20/.DS_Store b/results/pornography-2k/cnns/no-freeze/even-20/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/pornography-2k/cnns/no-freeze/even-20/.DS_Store differ
diff --git a/results/pornography-2k/cnns/no-freeze/even-20/models/alexnet_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/cnns/no-freeze/even-20/models/alexnet_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..72ee8d49f2fb7bcfc7ec252edbd770dcf69280e8
--- /dev/null
+++ b/results/pornography-2k/cnns/no-freeze/even-20/models/alexnet_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a71eec444ea019cc192685362ef0bbebbca4e017652d4dbfb7894559cc1629dc
+size 228056550
diff --git a/results/pornography-2k/cnns/no-freeze/even-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/cnns/no-freeze/even-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b6459db0c840dade32285465be6ba4cb61c48069
--- /dev/null
+++ b/results/pornography-2k/cnns/no-freeze/even-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7236cf055acd351008c58b416d4372ad4f9e74f4774dd22781c346467f70d0d
+size 233634618
diff --git a/results/pornography-2k/cnns/no-freeze/even-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/cnns/no-freeze/even-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..26ef366165e03ff59e3aece5a86e6acb21e9af01
--- /dev/null
+++ b/results/pornography-2k/cnns/no-freeze/even-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64891f39a104e216d00c0f7348be3d428d10a73c473d18f2ad77b2478a098783
+size 94416502
diff --git a/results/pornography-2k/cnns/no-freeze/even-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/cnns/no-freeze/even-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5c6b9d9335d7bffa46402404e8d3a909f445bb50
--- /dev/null
+++ b/results/pornography-2k/cnns/no-freeze/even-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25b0b195045bbf6deed242c3e6b2b05456c02375128bb3b8424956f24c72e6a6
+size 537089646
diff --git a/results/pornography-2k/cnns/no-freeze/even-20/models/vgg19_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/cnns/no-freeze/even-20/models/vgg19_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..93c1639a976c2b2331db2e47694b673d14f3a5f0
--- /dev/null
+++ b/results/pornography-2k/cnns/no-freeze/even-20/models/vgg19_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aee8085ae2c80384729d0904232366ba42f4363a39574cc6efe9002108900cd2
+size 558330960
diff --git a/results/pornography-2k/cnns/no-freeze/middle-20/.DS_Store b/results/pornography-2k/cnns/no-freeze/middle-20/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/pornography-2k/cnns/no-freeze/middle-20/.DS_Store differ
diff --git a/results/pornography-2k/cnns/no-freeze/middle-20/models/densenet121_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/cnns/no-freeze/middle-20/models/densenet121_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..77cadf7fb4437eadfc3391e9956d61cb970c2818
--- /dev/null
+++ b/results/pornography-2k/cnns/no-freeze/middle-20/models/densenet121_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c652aa42753b35d926b898bd2beceb27f257818cc2274951a01c8357951151ac
+size 28532848
diff --git a/results/pornography-2k/cnns/no-freeze/middle-20/models/densenet201_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/cnns/no-freeze/middle-20/models/densenet201_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b7deb559d347e8a603a4adebdc0976b7b4aed742
--- /dev/null
+++ b/results/pornography-2k/cnns/no-freeze/middle-20/models/densenet201_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6acf4a46741ef3c902c461d011d04e1b84e577655485625af8cff823c54a7ac
+size 73926143
diff --git a/results/pornography-2k/cnns/no-freeze/middle-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/cnns/no-freeze/middle-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fead8a3adb5b9e8e6b4756e9586ff7a708d98eb5
--- /dev/null
+++ b/results/pornography-2k/cnns/no-freeze/middle-20/models/resnet152_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05c547cb27c213e4d1530a81322e8e05bf8f22a6fca001b1659e201747553e2d
+size 233634618
diff --git a/results/pornography-2k/cnns/no-freeze/middle-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/cnns/no-freeze/middle-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5c9716f87265205981ce8801430798a446d6b433
--- /dev/null
+++ b/results/pornography-2k/cnns/no-freeze/middle-20/models/resnet50_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39d036fe1acfb006aeeb1ff75044bf59097a3fb9c73559cd222917c7d20915c5
+size 94411190
diff --git a/results/pornography-2k/cnns/no-freeze/middle-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/cnns/no-freeze/middle-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..16e013111677487c11894f948deee8809678c117
--- /dev/null
+++ b/results/pornography-2k/cnns/no-freeze/middle-20/models/vgg16_freeze_False_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f9c6e85cc89d5c9ef3eee110ada66ff56fb35c2982b8e7a40eaea78749d8865
+size 537089646
diff --git a/results/pornography-2k/transformers/.DS_Store b/results/pornography-2k/transformers/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..a5fe224f05771d8ae227ed8d99e9eea8a6cc0c81
Binary files /dev/null and b/results/pornography-2k/transformers/.DS_Store differ
diff --git a/results/pornography-2k/transformers/data-aug/.DS_Store b/results/pornography-2k/transformers/data-aug/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..7cb4ebbfab33dbbba446901a9216c18fae14e1f1
Binary files /dev/null and b/results/pornography-2k/transformers/data-aug/.DS_Store differ
diff --git a/results/pornography-2k/transformers/data-aug/even-20/.DS_Store b/results/pornography-2k/transformers/data-aug/even-20/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/pornography-2k/transformers/data-aug/even-20/.DS_Store differ
diff --git a/results/pornography-2k/transformers/data-aug/even-20/models/deit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/transformers/data-aug/even-20/models/deit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..143d349f8fe18c78f6021b6ed7e4c8a4d4099fa6
--- /dev/null
+++ b/results/pornography-2k/transformers/data-aug/even-20/models/deit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edb9923c3a97ef6b2ec0fd347082fdeb85f14dc765fc66eb642990c8e3ab336e
+size 343280450
diff --git a/results/pornography-2k/transformers/data-aug/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-2k/transformers/data-aug/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..401a175baa251f2bfa74fd22ac06d90dce1dd1a2
--- /dev/null
+++ b/results/pornography-2k/transformers/data-aug/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c808baa34520921537f0dc63c18b0055fddb853d92e115df510bfc1c92bd9553
+size 343274534
diff --git a/results/pornography-2k/transformers/no-freeze/.DS_Store b/results/pornography-2k/transformers/no-freeze/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..7cb4ebbfab33dbbba446901a9216c18fae14e1f1
Binary files /dev/null and b/results/pornography-2k/transformers/no-freeze/.DS_Store differ
diff --git a/results/pornography-2k/transformers/no-freeze/even-20/.DS_Store b/results/pornography-2k/transformers/no-freeze/even-20/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/pornography-2k/transformers/no-freeze/even-20/.DS_Store differ
diff --git a/results/pornography-2k/transformers/no-freeze/even-20/models/deit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/transformers/no-freeze/even-20/models/deit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..98ee5b7294ebe9d031cb4956f64ac3ad8fc71b42
--- /dev/null
+++ b/results/pornography-2k/transformers/no-freeze/even-20/models/deit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:067a6d9c633a27b3100649df0f82c9365ec99001fd5ddab294f3ac2bdc7e1601
+size 343281182
diff --git a/results/pornography-2k/transformers/no-freeze/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-2k/transformers/no-freeze/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c7f6cec28332d09787385fa8a15533ee4c622eaf
--- /dev/null
+++ b/results/pornography-2k/transformers/no-freeze/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28819c27cd147e24c483de3e64671f2dc62bdce4f571472dd1b64444bbc9c7ee
+size 343280450
diff --git a/results/pornography-800/.DS_Store b/results/pornography-800/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..cbc16ba29ff6d2cf5c8e25e75ff4d79693102546
Binary files /dev/null and b/results/pornography-800/.DS_Store differ
diff --git a/results/pornography-800/cnns/.DS_Store b/results/pornography-800/cnns/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..a5fe224f05771d8ae227ed8d99e9eea8a6cc0c81
Binary files /dev/null and b/results/pornography-800/cnns/.DS_Store differ
diff --git a/results/pornography-800/cnns/data-aug/.DS_Store b/results/pornography-800/cnns/data-aug/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..7cb4ebbfab33dbbba446901a9216c18fae14e1f1
Binary files /dev/null and b/results/pornography-800/cnns/data-aug/.DS_Store differ
diff --git a/results/pornography-800/cnns/data-aug/even-20/.DS_Store b/results/pornography-800/cnns/data-aug/even-20/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/pornography-800/cnns/data-aug/even-20/.DS_Store differ
diff --git a/results/pornography-800/cnns/data-aug/even-20/models/vgg19_freeze_False_epochs_100_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-800/cnns/data-aug/even-20/models/vgg19_freeze_False_epochs_100_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ca2ff8aaf3a5e980e3bf4946d3989363d55a3905
--- /dev/null
+++ b/results/pornography-800/cnns/data-aug/even-20/models/vgg19_freeze_False_epochs_100_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b3961b8e5e289f49b2a0a6ab2ba9c3e34571da44a7360873c9af80db92c26e5
+size 558330960
diff --git a/results/pornography-800/cnns/no-freeze/.DS_Store b/results/pornography-800/cnns/no-freeze/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..7cb4ebbfab33dbbba446901a9216c18fae14e1f1
Binary files /dev/null and b/results/pornography-800/cnns/no-freeze/.DS_Store differ
diff --git a/results/pornography-800/cnns/no-freeze/even-20/.DS_Store b/results/pornography-800/cnns/no-freeze/even-20/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/pornography-800/cnns/no-freeze/even-20/.DS_Store differ
diff --git a/results/pornography-800/cnns/no-freeze/even-20/models/vgg19_freeze_False_epochs_100_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-800/cnns/no-freeze/even-20/models/vgg19_freeze_False_epochs_100_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..02b76a11660fe083b156b50b864436ad2fd9eed9
--- /dev/null
+++ b/results/pornography-800/cnns/no-freeze/even-20/models/vgg19_freeze_False_epochs_100_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a7fe2eb5ad32980f2a13ec178326df10cd9dd96bdc883bc3e9e7df783332db5
+size 558331002
diff --git a/results/pornography-800/transformers/.DS_Store b/results/pornography-800/transformers/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..a5fe224f05771d8ae227ed8d99e9eea8a6cc0c81
Binary files /dev/null and b/results/pornography-800/transformers/.DS_Store differ
diff --git a/results/pornography-800/transformers/data-aug/.DS_Store b/results/pornography-800/transformers/data-aug/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..7cb4ebbfab33dbbba446901a9216c18fae14e1f1
Binary files /dev/null and b/results/pornography-800/transformers/data-aug/.DS_Store differ
diff --git a/results/pornography-800/transformers/data-aug/even-20/.DS_Store b/results/pornography-800/transformers/data-aug/even-20/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/pornography-800/transformers/data-aug/even-20/.DS_Store differ
diff --git a/results/pornography-800/transformers/data-aug/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth b/results/pornography-800/transformers/data-aug/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..627815a393a6428117db29aba61e0420df2fd03e
--- /dev/null
+++ b/results/pornography-800/transformers/data-aug/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_True_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1afc2139aa740f8ff07b81a63826ac76a7c9539808f549476636c4105534fc7b
+size 343274534
diff --git a/results/pornography-800/transformers/no-freeze/.DS_Store b/results/pornography-800/transformers/no-freeze/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..7cb4ebbfab33dbbba446901a9216c18fae14e1f1
Binary files /dev/null and b/results/pornography-800/transformers/no-freeze/.DS_Store differ
diff --git a/results/pornography-800/transformers/no-freeze/even-20/.DS_Store b/results/pornography-800/transformers/no-freeze/even-20/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..d0da439dffcc3253b60c3efbd08401ed8b1d1bf9
Binary files /dev/null and b/results/pornography-800/transformers/no-freeze/even-20/.DS_Store differ
diff --git a/results/pornography-800/transformers/no-freeze/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth b/results/pornography-800/transformers/no-freeze/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2c1d78eb5de7f9342249c9688a15de961926155d
--- /dev/null
+++ b/results/pornography-800/transformers/no-freeze/even-20/models/vit_base_patch16_224_epochs_50_batch_16_optim_sgd_aug_False_split_10_20.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f6f411fb82c3d81a9c545234d87a2778e7cbf368ebbcc42e99f7cc033835a14
+size 343280450