huggingface / pytorch-image-modelsLinks
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
☆35,250Updated 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
Sorting:
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆23,918Updated last month
- A PyTorch implementation of EfficientNet☆8,154Updated 3 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆15,185Updated last year
- ☆11,758Updated 6 months ago
- End-to-End Object Detection with Transformers☆14,687Updated last year
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, I…☆12,175Updated 5 months ago
- Code release for ConvNeXt model☆6,124Updated 2 years ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,137Updated 2 months ago
- Datasets, Transforms and Models specific to Computer Vision☆17,136Updated this week
- PyTorch implementation of MAE https//arxiv.org/abs/2111.06377☆7,988Updated last year
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆10,881Updated last week
- Official DeiT repository☆4,259Updated last year
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,800Updated last week
- OpenMMLab Detection Toolbox and Benchmark☆31,675Updated last year
- OpenMMLab Semantic Segmentation Toolbox and Benchmark.☆9,228Updated last year
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆7,162Updated last year
- OpenMMLab Computer Vision Foundation☆6,255Updated 4 months ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆10,745Updated this week
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,063Updated 2 months ago
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,098Updated 3 years ago
- OpenMMLab Pre-training Toolbox and Benchmark☆3,741Updated 10 months ago
- Google Brain AutoML☆6,395Updated 6 months ago
- PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.☆7,101Updated 9 months ago
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,528Updated 8 months ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,227Updated last month
- Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.☆30,113Updated this week
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image☆30,684Updated last year
- Pytorch implementation of convolutional neural network visualization techniques☆8,095Updated 8 months ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,164Updated last month
- PyTorch implementations of Generative Adversarial Networks.☆17,245Updated last year