chensming

Andy Dennis's starred repositories

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

Language:JavaNOASSERTION78320 448 187

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Language:PythonMIT11074 104 79

kornia

Geometric Computer Vision Library for Spatial AI

Language:PythonApache-2.09570 129 898

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

Language:Jupyter NotebookNOASSERTION3664 34 49

DiffBIR

Official codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Language:PythonApache-2.03109 36 116

ml-fastvit

This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023

Language:PythonNOASSERTION1765 320

FreeU

FreeU: Free Lunch in Diffusion U-Net (CVPR2024 Oral)

MIT1567 42 28

Diffusion-Models-pytorch

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

Language:PythonApache-2.01017 10 39

maxim

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

Language:PythonApache-2.0967 14 39

DASR

[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution

Language:PythonMIT384 9 96

PromptIR

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

Language:PythonNOASSERTION293 5 33

CLIP-LIT

[ICCV 2023, Oral] Iterative Prompt Learning for Unsupervised Backlit Image Enhancement

Language:Python252 5 24

ddfnet

The official implementation of the CVPR2021 paper: Decoupled Dynamic Filter Networks

Language:PythonMIT212 8 36

KBNet

KBNet: Kernel Basis Network for Image Restoration

Language:PythonMIT181 3 12

RestoreFormerPlusPlus

[TPAMI2023] RestoreFormer++

Language:PythonApache-2.0125 12 14

MemoryNet

Code for paper: Memory Augment is All Your Need for image restoration(cloud,rain,shadow removal, low-light image enhancement, image deblur)即插即用提点的记忆模块

Language:PythonMIT114 1 8

Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

101 3 2

ACC-UNet

ACC-UNet is A Completely Convolutional UNet model inspired from transformer-based UNets

Language:PythonGPL-3.093 3 9

ProRes

ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration

MIT83 6 5

ICCV-2023-MB-TaylorFormer

Language:Python70 2 4

WGWS-Net

Language:Python63 1 13

X-Restormer

Arxiv：A Comparative Study of Image Restoration Networks for General Backbone Network Design

Language:PythonMIT33 2 3

MCLIR

[AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration

32 2 4

ChaIR

[Knowledge-Based Systems] Exploring the Potential of Channel Interactions for Image Restoration

Language:PythonMIT32 3 6

DSAT

TMM 2024 The code of ' Degradation-Aware Self-Attention Based Transformer for Blind Image Super-Resolution '.

Language:Python22 2 3

ICCV2023-paper-code

ICCV2023论文代码汇总

18 30

MDBN

Language:PythonMIT15 1 4

RAMiT

Reciprocal Attention Mixing Transformer for Lightweight Image Restoration (CVPR 2024 Workshop)

Language:Python11 20

AMIRNet

Repository of All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation

Language:Python9 1 1

Awesome-Restoration

A list of restoration papers and repositories.

200