Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
☆1,215Sep 14, 2021Updated 5 years ago
Alternatives and similar repositories for self-attention-cv
Users that are interested in self-attention-cv are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆25,530Sep 20, 2026Updated last week
- Implementation of Bottleneck Transformer in Pytorch☆677Sep 20, 2021Updated 5 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆37,187Updated this week
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,587Jan 7, 2025Updated last year
- This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medi…☆3,244Feb 25, 2026Updated 7 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Bottleneck Transformers for Visual Recognition☆280Mar 14, 2021Updated 5 years ago
- Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification☆730Aug 25, 2021Updated 5 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆16,095Jul 24, 2024Updated 2 years ago
- Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021☆861Feb 23, 2023Updated 3 years ago
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, I…☆12,986Aug 13, 2026Updated last month
- 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.…☆12,185Mar 16, 2026Updated 6 months ago
- Official DeiT repository☆4,349Mar 15, 2024Updated 2 years ago
- Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones☆200Sep 18, 2026Updated 2 weeks ago
- Recent Transformer-based CV and related works.☆1,345Aug 22, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A collection of loss functions for medical image segmentation☆4,002Nov 1, 2023Updated 2 years ago
- This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)☆459Jun 22, 2021Updated 5 years ago
- Summary of related papers on visual attention. Related code will be released based on Jittor gradually.☆2,842Oct 20, 2024Updated last year
- Official implementation of PVT series☆1,905Oct 27, 2022Updated 3 years ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,611Aug 26, 2026Updated last month
- ☆12,730Updated this week
- Code release for ConvNeXt model☆6,410Jan 8, 2023Updated 3 years ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,343Aug 17, 2025Updated last year
- Implementing Stand-Alone Self-Attention in Vision Models using Pytorch☆458Feb 13, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆2,161Jun 7, 2022Updated 4 years ago
- A PyTorch implementation of EfficientNet☆8,218Apr 8, 2022Updated 4 years ago
- Source code for "On the Relationship between Self-Attention and Convolutional Layers"☆1,123Jan 10, 2023Updated 3 years ago
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆11,750Updated this week
- Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorc…☆306Dec 27, 2021Updated 4 years ago
- A collection of 100 Deep Learning images and visualizations☆80Jul 13, 2021Updated 5 years ago
- Pytorch implementation of convolutional neural network visualization techniques☆8,235Jan 1, 2025Updated last year
- A deep learning library for video understanding research.☆3,567May 5, 2026Updated 4 months ago
- Official code Cross-Covariance Image Transformer (XCiT)☆681Sep 28, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator☆1,310Jul 16, 2021Updated 5 years ago
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,529Nov 18, 2020Updated 5 years ago
- Awesome Transformers (self-attention) in Computer Vision☆272Jul 31, 2021Updated 5 years ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,393Updated this week
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,291Mar 3, 2024Updated 2 years ago
- ☆280Mar 22, 2021Updated 5 years ago
- A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation☆1,919Jul 25, 2024Updated 2 years ago