Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
☆1,215Sep 14, 2021Updated 4 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…☆25,428Jun 22, 2026Updated last month
- Implementation of Bottleneck Transformer in Pytorch☆678Sep 20, 2021Updated 4 years ago
- Implementation of various state of the art architectures used in computer vision.☆32Aug 29, 2021Updated 4 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆37,000Updated this week
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,588Jan 7, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medi…☆3,219Feb 25, 2026Updated 4 months ago
- Bottleneck Transformers for Visual Recognition☆279Mar 14, 2021Updated 5 years ago
- Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification☆730Aug 25, 2021Updated 4 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆16,004Jul 24, 2024Updated last year
- 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…☆12,922Jul 10, 2026Updated last week
- 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.…☆12,182Mar 16, 2026Updated 4 months ago
- Official DeiT repository☆4,359Mar 15, 2024Updated 2 years ago
- Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones☆199Mar 24, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Recent Transformer-based CV and related works.☆1,345Aug 22, 2023Updated 2 years ago
- A collection of loss functions for medical image segmentation☆4,010Nov 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.☆2,839Oct 20, 2024Updated last year
- Official implementation of PVT series☆1,902Oct 27, 2022Updated 3 years ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,554Jul 5, 2026Updated 2 weeks ago
- ☆12,635Jul 9, 2026Updated last week
- Code release for ConvNeXt model☆6,414Jan 8, 2023Updated 3 years ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,333Aug 17, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementing Stand-Alone Self-Attention in Vision Models using Pytorch☆457Feb 13, 2020Updated 6 years ago
- Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆2,158Jun 7, 2022Updated 4 years ago
- AI Summer's complete catalog of articles☆113Dec 30, 2021Updated 4 years ago
- A PyTorch implementation of EfficientNet☆8,222Apr 8, 2022Updated 4 years ago
- Source code for "On the Relationship between Self-Attention and Convolutional Layers"☆1,121Jan 10, 2023Updated 3 years ago
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆11,664Updated 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☆8,222Jan 1, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A deep learning library for video understanding research.☆3,565May 5, 2026Updated 2 months ago
- Official code Cross-Covariance Image Transformer (XCiT)☆681Sep 28, 2021Updated 4 years ago
- [CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator☆1,311Jul 16, 2021Updated 5 years ago
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,528Nov 18, 2020Updated 5 years ago
- Awesome Transformers (self-attention) in Computer Vision☆271Jul 31, 2021Updated 4 years ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,282Updated this week
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,295Mar 3, 2024Updated 2 years ago