deep-vision

Deep learning vision project

Exported moduels:

You can directly install models, trainers, data loaders, and other modules from this repository with maté.

pip install yerbamate
mate install {url}

	type	name	url	short_url	dependencies
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']