0 |
data |
cifar10 |
https://github.com/oalee/deep-vision/tree/main/deepnet/data/cifar10 |
oalee/deep-vision/deepnet/data/cifar10 |
['--extra-index-url https://download.pytorch.org/whl/torch_stable.html', 'ipdb~=0.13.9', 'torchvision~=0.13.1', 'torch~=1.12.1', 'pytorch_lightning~=1.7.5'] |
1 |
data |
cifar100 |
https://github.com/oalee/deep-vision/tree/main/deepnet/data/cifar100 |
oalee/deep-vision/deepnet/data/cifar100 |
['--extra-index-url https://download.pytorch.org/whl/torch_stable.html', 'ipdb~=0.13.9', 'torchvision~=0.13.1', 'torch~=1.12.1', 'pytorch_lightning~=1.7.5'] |
2 |
data |
keras |
https://github.com/oalee/deep-vision/tree/main/deepnet/data/keras |
oalee/deep-vision/deepnet/data/keras |
['tensorflow_gpu~=2.10.0'] |
3 |
data |
timm_aug |
https://github.com/oalee/deep-vision/tree/main/deepnet/data/timm_aug |
oalee/deep-vision/deepnet/data/timm_aug |
['numpy~=1.24.1'] |
4 |
experiments |
resnet |
https://github.com/oalee/deep-vision/tree/main/deepnet/experiments/resnet |
oalee/deep-vision/deepnet/experiments/resnet |
['--extra-index-url https://download.pytorch.org/whl/torch_stable.html', 'torch~=1.12.1', 'pytorch_lightning~=1.7.5', 'timm~=0.6.12', 'tensorboard~=2.10.0', 'torchvision~=0.13.1', 'https://github.com/oalee/deep-vision/tree/main/deepnet/data/cifar10', 'https://github.com/oalee/deep-vision/tree/main/deepnet/trainers/classification', 'https://github.com/oalee/deep-vision/tree/main/deepnet/models/resnet'] |
5 |
experiments |
resnet_keras |
https://github.com/oalee/deep-vision/tree/main/deepnet/experiments/resnet_keras |
oalee/deep-vision/deepnet/experiments/resnet_keras |
['keras~=2.10.0', 'https://github.com/oalee/deep-vision/tree/main/deepnet/models/keras/resnet'] |
6 |
experiments |
kerasnet |
https://github.com/oalee/deep-vision/tree/main/deepnet/experiments/kerasnet |
oalee/deep-vision/deepnet/experiments/kerasnet |
['ipdb~=0.13.9', 'tensorflow_gpu~=2.10.0', 'keras~=2.10.0'] |
7 |
experiments |
timm |
https://github.com/oalee/deep-vision/tree/main/deepnet/experiments/timm |
oalee/deep-vision/deepnet/experiments/timm |
['--extra-index-url https://download.pytorch.org/whl/torch_stable.html', 'torch~=1.12.1', 'pytorch_lightning~=1.7.5', 'https://github.com/oalee/deep-vision/tree/main/timm/', 'https://github.com/oalee/deep-vision/tree/main/deepnet/data/cifar10', 'https://github.com/oalee/deep-vision/tree/main/deepnet/trainers/classification', 'https://github.com/oalee/deep-vision/tree/main/deepnet/models/resnet'] |
8 |
models |
resnet |
https://github.com/oalee/deep-vision/tree/main/deepnet/models/resnet |
oalee/deep-vision/deepnet/models/resnet |
['--extra-index-url https://download.pytorch.org/whl/torch_stable.html', 'torch~=1.12.1'] |
9 |
models |
keras |
https://github.com/oalee/deep-vision/tree/main/deepnet/models/keras |
oalee/deep-vision/deepnet/models/keras |
['--extra-index-url https://download.pytorch.org/whl/torch_stable.html', 'tensorflow_gpu~=2.10.0', 'torch~=1.12.1'] |
10 |
models |
vit_pytorch |
https://github.com/oalee/deep-vision/tree/main/deepnet/models/vit_pytorch |
oalee/deep-vision/deepnet/models/vit_pytorch |
['--extra-index-url https://download.pytorch.org/whl/torch_stable.html', 'torchvision~=0.13.1', 'torch~=1.12.1', 'einops~=0.4.1'] |
11 |
trainers |
classification |
https://github.com/oalee/deep-vision/tree/main/deepnet/trainers/classification |
oalee/deep-vision/deepnet/trainers/classification |
['--extra-index-url https://download.pytorch.org/whl/torch_stable.html', 'ipdb~=0.13.9', 'torch~=1.12.1', 'torchmetrics~=0.9.3', 'pytorch_lightning~=1.7.5'] |