Pytorch Image Models Alternatives
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
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Pytorch Image Models | 35,965 | | 1 | 346 | 10 days ago | 55 | November 24, 2023 | 96 | apache-2.0 | Python |
| 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 | ||||||||||
| Deeplearning Models | 16,142 | 2 years ago | 4 | mit | Jupyter Notebook | |||||
| A collection of various deep learning architectures, models, and tips | ||||||||||
| Segmentation_models.pytorch | 8,226 |  | 2 | 49 | 2 years ago | 13 | September 19, 2019 | 27 | mit | Python |
| Segmentation models with pretrained backbones. PyTorch. | ||||||||||
| Pretrained Models.pytorch | 8,094 |  | 52 | 42 | 4 years ago | 16 | October 29, 2018 | 91 | bsd-3-clause | Python |
| Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc. | ||||||||||
| Tensorrtx | 6,315 | 2 years ago | 29 | mit | C++ | |||||
| Implementation of popular deep learning networks with TensorRT network definition API | ||||||||||
| Pytorch Cifar | 5,131 | 3 years ago | 103 | mit | Python | |||||
| 95.47% on CIFAR10 with PyTorch | ||||||||||
| Yolact | 4,793 | 2 years ago | 407 | mit | Python | |||||
| A simple, fully convolutional model for real-time instance segmentation. | ||||||||||
| Mmpose | 4,587 |  | 7 | 2 years ago | 31 | October 12, 2023 | 154 | apache-2.0 | Python | |
| OpenMMLab Pose Estimation Toolbox and Benchmark. | ||||||||||
| Pytorch Opcounter | 4,368 |  | 3 | 71 | 2 years ago | 49 | September 07, 2022 | 71 | mit | Python |
| Count the MACs / FLOPs of your PyTorch model. | ||||||||||
| Torch2trt | 4,267 | 2 years ago | 320 | mit | Python | |||||
| An easy to use PyTorch to TensorRT converter | ||||||||||
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