image-restoration · GitHub Topics

TencentARC / GFPGAN

#计算机科学#GFPGAN 是腾讯开源的人脸修复算法，它利用预先训练好的面部 GAN（如 StyleGAN2）中封装的丰富和多样的先验因素进行盲脸 (blind face) 修复

PyTorch Generative Adversarial Network 深度学习 super-resolution face-restoration image-restoration gfpgan

Python 36.82 k

1 年前

xinntao / Real-ESRGAN

Real-ESRGAN 的目标是开发出实用的图像修复算法

esrgan PyTorch real-esrgan super-resolution image-restoration denoise jpeg-compression amine

Python 31.33 k

10 个月前

microsoft / Bringing-Old-Photos-Back-to-Life

Bringing Old Photo Back to Life (CVPR 2020 oral)

image-restoration old-photo-restoration Generative Adversarial Network gans PyTorch image-manipulation photo-restoration Image

Python 15.53 k

2 年前

JingyunLiang / SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

image-super-resolution image-denoising compression-artifact-reduction image-deblocking transformer real-world-image-super-resolution lightweight-image-super-resolution image-restoration low-level-vision vision-transformer restoration super-resolution denoising decompression

Python 4.92 k

1 年前

XPixelGroup / DiffBIR

[ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

image-enhancement image-restoration

Python 3.73 k

6 个月前

cszn / KAIR

#计算机科学#Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

image-restoration denoising super-resolution sisr PyTorch toolbox dncnn usrnet ffdnet srmd esrgan 深度学习 swinir

Python 3.19 k

8 个月前

megvii-research / NAFNet

The state-of-the-art image restoration model without nonlinear activation functions.

deblur denoise stereo-super-resolution eccv2022 image-deblurring image-denoising image-restoration low-level-vision PyTorch

Python 2.55 k

1 年前

wenbihan / reproducible-image-denoising-state-of-the-art

#计算机科学#Collection of popular and reproducible image denoising works.

image-denoising benchmarking state-of-the-art reproducible-research implementation curated-list summary inverse-problems image-restoration 图像处理 performance-analysis image-reconstruction noise noise-reduction 深度学习 cnn arxiv art

2.46 k

4 年前

swz30 / Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

image-restoration image-deraining image-deblurring transformer PyTorch low-level-vision cvpr2022 high-resolution efficient-transformers

Python 2.09 k

10 个月前

xinntao / Real-ESRGAN-ncnn-vulkan

NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.

real-esrgan ncnn Nvidia intel vulkan gpu amd super-resolution image-restoration denoise Anime esrgan

C 1.72 k

1 年前

Janspiry / Palette-Image-to-Image-Diffusion-Models

Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch

ddpm image-restoration implementation PyTorch diffusion-model

Python 1.69 k

2 年前

X-Lucifer / AI-Lossless-Zoomer

AI无损放大工具

real-esrgan lossless jpeg-compression image-restoration esrgan esrgans Anime vulkan super-resolution image-enlarger waifu2x-ncnn-vulkan waifu2x anime4k

C# 1.57 k

1 年前

Kobaayyy / Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision

cvpr2020 机器视觉 low-level-vision super-resolution image-reconstruction image-deraining image-deblurring image-restoration image-denoising image-enhancement image-quality-assessment cvpr2021 Frame Interpolation cvpr2024 图像处理 image-compression

1.36 k

2 个月前

swz30 / MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

image-deblurring image-denoising image-deraining low-level-vision 机器视觉 image-restoration multistage-network progressive-restoration PyTorch cvpr2021

Python 1.29 k

1 年前

wyhuai / DDNM

[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

diffusion-models zero-shot image-restoration iclr

Python 1.27 k

1 年前

caiyuanhao1998 / Retinexformer

"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Challenge)

object-detection image-restoration transformer detection basicsr iccv2023

Python 1.21 k

3 个月前

google-research / maxim

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

Image architecture 图像处理机器视觉 transformer mlp enhancement image-restoration restoration denoising low-level-vision image-enhancement

Python 1.06 k

2 年前

ZhendongWang6 / Uformer

#计算机科学#[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

深度学习 PyTorch image-restoration image-denoising image-deblurring image-deraining

Python 866

3 个月前

researchmm / TTSR

[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution

image-restoration image-super-resolution

Python 782

3 年前

Algolzw / daclip-uir

#计算机科学#[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

diffusion-models image-restoration prompt vision-language image-deblurring image-denoising image-deraining low-level-vision PyTorch 深度学习

Python 765

10 个月前