Light

yaziwel / awesome-rwkv-in-vision Goto Github PK

View Code? Open in Web Editor NEW

67.0 2.0 3.0 3 KB

A curated list of papers on the applications of RWKV in computer vision.

computer-vision mamba rwkv rwkv4 rwkv5 transformer rwkv6

awesome-rwkv-in-vision's Introduction

Awesome-RWKV-in-Vision

RWKV4:

RWKV5&6:

RWKV Ecosystem: https://rwkv.cn/eco

Table of Contents

Vision Backbone
Image Restoration
Image Generation
Image Segmentation
Vision-Language Model
3D Point Cloud Learning

Vision Backbone

Title	Code	Link
Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures

Image Restoration

Title	Code	Link
Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV

Image Generation

Title	Code	Link
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models

Image Segmentation

Title	Code	Link
Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model
BSBP-RWKV: Background Suppression with Boundary Preservation for Efficient Medical Image Segmentation		LINK

Vision-Language Model

Title	Code	Link
VisualRWKV: Visual Language model based on RWKV
RWKV-CLIP: A Robust Vision-Language Representation Learner

3D Point Cloud Learning

Title	Code	Link
PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning
LION: Linear Group RNN for 3D Object Detection in Point Clouds

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.