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1. necla-ml/Diff-JPEG necla-ml/Diff-JPEG Public

   Official and maintained implementation of the paper "Differentiable JPEG: The Devil is in the Details" [WACV 2024].

   Python 76 5

2. Swin-Transformer-V2 Swin-Transformer-V2 Public

   PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" [CVPR 2022].

   Python 168 14

3. kornia/kornia kornia/kornia Public

   Geometric Computer Vision Library for Spatial AI

   Python 9.6k 948

4. huggingface/pytorch-image-models huggingface/pytorch-image-models Public

   The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

   Python 30.8k 4.6k

5. pytorch/vision pytorch/vision Public

   Datasets, Transforms and Models specific to Computer Vision

   Python 15.8k 6.9k

6. Lightning-AI/torchmetrics Lightning-AI/torchmetrics Public

   Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

   Python 2k 391