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), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
☆34,001Updated this week
Alternatives and similar repositories for pytorch-image-models:
Users that are interested in pytorch-image-models are comparing it to the libraries listed below
- A PyTorch implementation of EfficientNet☆8,097Updated 3 years ago
- ☆11,308Updated 2 months ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆14,871Updated this week
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆22,699Updated 2 months ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆14,712Updated 9 months ago
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆10,400Updated this week
- Code release for ConvNeXt model☆5,989Updated 2 years ago
- End-to-End Object Detection with Transformers☆14,292Updated last year
- 🐍 Geometric Computer Vision Library for Spatial AI☆10,427Updated this week
- Datasets, Transforms and Models specific to Computer Vision☆16,794Updated this week
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,645Updated 3 weeks ago
- Image augmentation for machine learning experiments.☆14,568Updated 9 months ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,882Updated last week
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, I…☆11,582Updated 3 weeks ago
- Official DeiT repository☆4,190Updated last year
- OpenMMLab Semantic Segmentation Toolbox and Benchmark.☆8,859Updated 8 months ago
- OpenMMLab Detection Toolbox and Benchmark☆30,932Updated 8 months ago
- OpenMMLab Computer Vision Foundation☆6,113Updated last week
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,080Updated 3 years ago
- OpenMMLab Pre-training Toolbox and Benchmark☆3,642Updated 6 months ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,130Updated 2 weeks ago
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image☆28,780Updated 9 months ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,970Updated this week
- PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.☆6,918Updated 5 months ago
- Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.☆29,384Updated last week
- Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.☆31,871Updated last week
- tensorboard for pytorch (and chainer, mxnet, numpy, ...)☆7,933Updated this week
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,253Updated last year
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,485Updated 3 months ago
- Model summary in PyTorch similar to `model.summary()` in Keras☆4,039Updated last year