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image-restoration

Here are 382 public repositories matching this topic...

GFPGAN

TencentARC / GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

deep-learning pytorch gan super-resolution image-restoration face-restoration gfpgan

Updated Jul 26, 2024
Python

Real-ESRGAN

xinntao / Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

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

Updated Aug 6, 2024
Python

Bringing-Old-Photos-Back-to-Life

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

Bringing Old Photo Back to Life (CVPR 2020 oral)

photos pytorch generative-adversarial-network image-manipulation gans image-restoration old-photo-restoration photo-restoration

Updated Oct 26, 2023
Python

JingyunLiang / SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

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

Updated May 14, 2024
Python

XPixelGroup / DiffBIR

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

image-restoration image-enhancement

Updated Nov 27, 2024
Python

cszn / KAIR

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

deep-learning pytorch toolbox super-resolution image-restoration denoising dncnn sisr srmd flops esrgan usrnet ffdnet dpsr bsrgan swinir

Updated Oct 2, 2024
Python

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

Collection of popular and reproducible image denoising works.

Updated Dec 5, 2021

megvii-research / NAFNet

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

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

Updated Jul 3, 2024
Python

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.

pytorch transformer high-resolution image-restoration image-deblurring motion-deblurring low-level-vision defocus-deblurring image-deraining efficient-transformers cvpr2022

Updated Aug 16, 2024
Python

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

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

pytorch implementation ddp image-restoration diffusion-model ddpm

Updated Jul 7, 2023
Python

X-Lucifer / AI-Lossless-Zoomer

AI无损放大工具

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

Updated Jun 15, 2024
C#

xinntao / Real-ESRGAN-ncnn-vulkan

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

anime amd gpu vulkan intel nvidia super-resolution image-restoration denoise ncnn esrgan real-esrgan jpeg-compresion

Updated May 10, 2024
C

swz30 / MPRNet

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

computer-vision pytorch image-denoising image-restoration image-deblurring low-level-vision multistage-network image-deraining cvpr2021 progressive-restoration cvpr21 cvpr-2021

Updated Apr 18, 2024
Python

wyhuai / DDNM

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

zero-shot image-restoration iclr diffusion-models iclr2023

Updated Apr 25, 2024
Python

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 computer-vision architecture image-processing transformer mlp enhancement image-restoration restoration deblurring denoising dehazing image-enhancement low-level-vision deraining retouching

Updated Jun 9, 2023
Python

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

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

computer-vision image-reconstruction image-processing image-compression super-resolution image-denoising image-restoration image-deblurring image-enhancement frame-interpolation image-quality-assessment low-level-vision image-dehazing image-demoireing cvpr2020 image-deraining cvpr2021 cvpr2024 c-v-p-r

Updated Oct 18, 2024

caiyuanhao1998 / Retinexformer

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

detection transformer object-detection image-restoration ntire low-light-enhance basicsr nighttime-enhancement low-light-image-enhancement low-light-vision low-light-enhancer iccv2023 low-light-enhancement

Updated Aug 7, 2024
Python

ZhendongWang6 / Uformer

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

deep-learning pytorch image-denoising image-restoration image-deblurring image-demoireing image-deraining

Updated Oct 24, 2024
Python

researchmm / TTSR

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

image-restoration image-super-resolution

Updated Jul 24, 2022
Python

weichen582 / RetinexNet

A Tensorflow implementation of RetinexNet

computer-vision image-processing image-restoration image-enhancement lowlight

Updated Dec 2, 2020
Python

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