restoration · GitHub Topics

sczhou / CodeFormer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

codebook codeformer face-enhancement face-restoration PyTorch super-resolution vqgan restoration

Python 16.68 k

5 个月前

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 sup...

翻译 - 开源图像和视频恢复工具箱，特别适用于超分辨率，包括EDSR，RCAN，SRResNet，SRGAN，ESRGAN，EDVR等。还支持StyleGAN2，DFDNet。

basicsr esrgan edsr rcan edvr srresnet srgan super-resolution restoration PyTorch stylegan2 swinir

Python 7.24 k

8 个月前

Fanghua-Yu / SUPIR

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

深度学习 diffusion-models llava sdxl stable-diffusion super-resolution restoration PyTorch pytorch-lightning

Python 4.92 k

7 个月前

JingyunLiang / SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

翻译 - SwinIR：使用 Swin Transformer 的图像恢复

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 4.7 k

10 个月前

subeeshvasu / Awesome-Deblurring

#计算机科学#A curated list of resources for Image and Video Deblurring

image-deblurring video-deblurring 深度学习 restoration

2.56 k

10 个月前

JingyunLiang / VRT

VRT: A Video Restoration Transformer (official repository)

翻译 - VRT：视频恢复变压器

transformer video-restoration low-level-vision vision-transformer video-super-resolution video-deblurring video-denoising video-sr super-resolution sr denoising Video restoration

Python 1.42 k

2 年前

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 1.04 k

2 年前

shallowdream204 / DreamClear

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

diffusion-transformer restoration super-resolution Pixel Art

Python 987

3 个月前

limbee / NTIRE2017

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

super-resolution torch edsr restoration

Lua 660

7 年前

haofanwang / inswapper

One-click Face Swapper and Restoration powered by insightface 🔥

deepfake face-swap codeformer insightface restoration roop super-resolution

Python 593

1 年前

oneTaken / Awesome-Denoise

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

Awesome Lists papers 深度学习 Code PyTorch Tensorflow MATLAB restoration

452

1 年前

jinyeying / night-enhancement

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

深度学习 low-level-vision night flare restoration image-enhancement glow

HTML 422

6 个月前

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

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

shadow 深度学习 low-level-vision restoration

Python 235

7 个月前

xinntao / BasicSR-examples

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

basicsr Example super-resolution restoration template

Python 221

3 年前

rlaphoenix / VSGAN

#计算机科学#PyTorch-based Super-Resolution and Restoration Image Processing Module for VapourSynth

vapoursynth editing restoration upscaling Generative Adversarial Network 深度学习 image-manipulation esrgan Python PyTorch

Python 194

1 个月前

vztu / maxim-pytorch

[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim

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

Python 175

2 年前

gy65896 / OneRestore

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

image-restoration eccv2024 PyTorch eccv restoration

Python 170

2 个月前

sunshangquan / Histoformer

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

image-restoration restoration image-deraining low-level low-level-vision removal

Python 162

5 个月前

jinyeying / nighttime_dehaze

#计算机科学#[ACMMM2023] "Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution", https://arxiv.org/abs/2308.01738

深度学习 fog glow image-enhancement low-level-vision night restoration

Python 157

7 个月前

sczhou / Awesome-Face-Restoration

#Awesome#A curated list of face restoration & enhancement papers and resources

Awesome Lists face-enhancement face-restoration restoration super-resolution

TeX 146

1 年前