restoration 开源项目推荐（261 个）

sczhou /CodeFormer

[NeurIPS 2022] 基于码本查找 Transformer 的鲁棒盲人脸修复

XPixelGroup /BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

Fanghua-Yu /SUPIR

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

JingyunLiang /SwinIR

SwinIR：使用 Swin Transformer 进行图像恢复（官方仓库）

subeeshvasu /Awesome-Deblurring

A curated list of resources for Image and Video Deblurring

JingyunLiang /VRT

VRT: A Video Restoration Transformer (official repository)

shallowdream204 /DreamClear

[NeurIPS 2024] DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation

google-research /maxim

[CVPR 2022口试]“MAXIM：用于图像处理的多轴MLP”官方仓库。用于去噪、去模糊、除雨、去雾和增强。

ShizCalev /MGSHDFix

这次修复为《合金装备大师合集》增加了自定义分辨率、超宽屏支持等更多内容。

haofanwang /inswapper

由insightface收件箱提供支持的一键换脸器和恢复🔥

taco-group /SparkVSR

SparkVSR：通过稀疏关键帧传播实现交互式视频超分辨率

limbee /NTIRE2017

Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"

oneTaken /Awesome-Denoise

One-paper-one-short-contribution-summary of all latest image/burst/video Denoising papers with code & citation published in top conference and journal.

jinyeying /night-enhancement

[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564

cidautai /DarkIR

CVPR 2025 DarkIR: Robust Low-Light Image Restoration - State of the art low light deblurring. NTIRE 2025 Best Method. [Official PyTorch Implementation]

gy65896 /OneRestore

[ECCV 2024] OneRestore: A Universal Restoration Framework for Composite Degradation

xinntao /BasicSR-examples

BasicSR-Examples illustrates how to easily use BasicSR in your own project

jinyeying /DC-ShadowNet-Hard-and-Soft-Shadow-Removal

[ICCV2021]"DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network", https://arxiv.org/abs/2207.10434

sunshangquan /Histoformer

[ECCV 2024] Histoformer: Restoring Images in Adverse Weather Conditions via Histogram Transformer

rlaphoenix /VSGAN

VapourSynth基于PyTorch的超分辨率和恢复图像处理模块