The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

augmix convnext distributed-training efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training optimizer pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
2 Open Issues Need Help Last updated: Aug 1, 2026

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enhancement help wanted

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Python
#augmix#convnext#distributed-training#efficientnet#image-classification#imagenet#maxvit#mixnet#mobile-deep-learning#mobilenet-v2#mobilenetv3#nfnets#normalization-free-training#optimizer#pretrained-models#pretrained-weights#pytorch#randaugment#resnet#vision-transformer-models
enhancement help wanted

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Python
#augmix#convnext#distributed-training#efficientnet#image-classification#imagenet#maxvit#mixnet#mobile-deep-learning#mobilenet-v2#mobilenetv3#nfnets#normalization-free-training#optimizer#pretrained-models#pretrained-weights#pytorch#randaugment#resnet#vision-transformer-models