lucidrains / vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
☆20,652Updated last week
Related projects ⓘ
Alternatives and complementary repositories for vit-pytorch
- ☆10,467Updated 6 months ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆13,929Updated 3 months ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆32,290Updated this week
- End-to-End Object Detection with Transformers☆13,626Updated 8 months ago
- Code release for ConvNeXt model☆5,774Updated last year
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, I…☆10,601Updated last month
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,384Updated last year
- Official DeiT repository☆4,067Updated 8 months ago
- Datasets, Transforms and Models specific to Computer Vision☆16,268Updated this week
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,799Updated last month
- Geometric Computer Vision Library for Spatial AI☆9,978Updated this week
- OpenMMLab Semantic Segmentation Toolbox and Benchmark.☆8,293Updated 3 months ago
- A PyTorch implementation of the Transformer model in "Attention is All You Need".☆8,878Updated 7 months ago
- PyTorch implementation of MAE https//arxiv.org/abs/2111.06377☆7,347Updated 3 months ago
- Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners☆2,601Updated last year
- Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆1,941Updated 2 years ago
- A PyTorch implementation of EfficientNet☆7,926Updated 2 years ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆14,273Updated this week
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆22,439Updated last week
- Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.☆4,056Updated 4 months ago
- Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,…☆4,294Updated 4 months ago
- An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites☆4,648Updated 3 months ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,014Updated 2 weeks ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,106Updated last year
- Pytorch implementation of convolutional neural network visualization techniques☆7,869Updated 2 years ago
- 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.…☆11,490Updated 2 months ago
- Implementation of Denoising Diffusion Probabilistic Model in Pytorch☆8,373Updated last month
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,415Updated 2 weeks ago
- OpenMMLab Computer Vision Foundation☆5,907Updated this week
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆4,793Updated this week