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huggingface/pytorch-image-models

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

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 (30,131 stars)
Forks
 (4,595 forks)
Indexed issues
 (3 indexed issues)
open beginner issues
 (3 open beginner issues)
Latest indexed
Aug 14, 2026
Last GitHub push
May 24, 2024
License
Apache License 2.0
Contributing guide
Contributing guide
Code of conduct
Code of conduct
Dominant language
Python
PR merge metrics
 (Avg merge 6d 7h) (4 merged PRs in 30d)
Beginner labels
help wanted

Issues

3 indexed issues

Open
MobileDets backbones
enhancementhelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

huggingface / pytorch-image-models · #274 · Nov 9, 2020 · Python · 30,131 stars

2 comments1 reaction0 assignees
Open
Add noisystudent train method
enhancementhelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

huggingface / pytorch-image-models · #254 · Oct 15, 2020 · Python · 30,131 stars

1 comment0 reactions0 assignees
Open
AdvProp implementation
enhancementhelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

huggingface / pytorch-image-models · #68 · Jan 3, 2020 · Python · 30,131 stars

10 comments1 reaction0 assignees