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GitHub topics: image-restoration

XPixelGroup/DiffBIR

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

Language: Python - Size: 44.3 MB - Last synced at: about 19 hours ago - Pushed at: 4 months ago - Stars: 3,667 - Forks: 311

HanzhouLiu/XYScanNet

Official Implementation of XYScanNet (NTIRE 2025 @ CVPR)

Language: Python - Size: 10.7 KB - Last synced at: about 20 hours ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

MichaelTeida/Infinify

Infinify (public ver.) is an AI-powered SaaS application that lets you enjoy various features such as AI chat, image generation, image editing, and more | Next.js, React, Tailwind CSS, Typescript, Clerk, mongodb, shadcn/ui, Stripe

Language: TypeScript - Size: 34.5 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 8 - Forks: 2

DiegoCabreraN/super-resolution

Super Resolution is a UI that demonstrates the functionalities of the Real ESRGAN model and optimizes into a TensorRT model

Language: Python - Size: 157 KB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

xinntao/Real-ESRGAN

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

Language: Python - Size: 5.26 MB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 30,503 - Forks: 3,793

TencentARC/GFPGAN

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

Language: Python - Size: 5.21 MB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 36,582 - Forks: 6,068

DiET-GS/DiET-GS

[CVPR 2025] Official code of "DiET-GS: Diffusion Prior and Event Stream-Assisted Motion Deblurring 3D Gaussian Splatting"

Size: 2.01 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 13 - Forks: 0

Guaishou74851/AdcSR

(CVPR 2025) Adversarial Diffusion Compression for Real-World Image Super-Resolution [PyTorch]

Language: Python - Size: 36.2 MB - Last synced at: 4 days ago - Pushed at: 14 days ago - Stars: 70 - Forks: 7

neosr-project/neosr

neosr is an open-source framework for training super-resolution models.

Language: Python - Size: 5.62 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 244 - Forks: 38

rachddou/DeadLeavesPlus

Implementation of Vibrant Leaves, an augmented version of Dead Leaves that include more Physical and statistical priors on natural images

Language: Python - Size: 1.91 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

gy65896/OneRestore

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

Language: Python - Size: 50.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 179 - Forks: 21

CXH-Research/StainRestorer

[WACV 2025] High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer

Language: Python - Size: 20.5 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 7 - Forks: 2

LPengYang/Saturation-Line-Prior

[TIP 2023] Official implemenatation of Single Image Dehazing Using Saturation Line Prior

Language: MATLAB - Size: 69.6 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 20 - Forks: 0

AabyssZG/Deformed-Image-Restorer

自动爆破PNG图片宽高并一键修复工具

Language: Python - Size: 542 KB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 209 - Forks: 9

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

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

Size: 264 KB - Last synced at: 7 days ago - Pushed at: 17 days ago - Stars: 1,247 - Forks: 139

JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

Language: Python - Size: 29.1 MB - Last synced at: 7 days ago - Pushed at: 11 months ago - Stars: 4,772 - Forks: 574

cszn/KAIR

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

Language: Python - Size: 18.9 MB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 3,126 - Forks: 655

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.

Language: Python - Size: 1.52 MB - Last synced at: 7 days ago - Pushed at: 8 months ago - Stars: 1,992 - Forks: 255

Guaishou74851/IDM

(TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]

Language: Python - Size: 2.87 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 124 - Forks: 12

Guaishou74851/PCNet

(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]

Language: Python - Size: 9.12 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 86 - Forks: 6

PaddlePaddle/PaddleRS

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Language: Python - Size: 13.6 MB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 429 - Forks: 94

PaddleCV-SIG/PaddleRS

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Language: Python - Size: 7.01 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 154 - Forks: 36

swz30/CycleISP

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

Language: Python - Size: 12.1 MB - Last synced at: 10 days ago - Pushed at: 7 months ago - Stars: 528 - Forks: 75

wyhuai/DDNM

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

Language: Python - Size: 14 MB - Last synced at: 11 days ago - Pushed at: 12 months ago - Stars: 1,246 - Forks: 92

Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

Size: 198 KB - Last synced at: 7 days ago - Pushed at: 17 days ago - Stars: 188 - Forks: 13

GuoLanqing/Awesome-Shadow-Removal

Collection of recent shadow removal works, including papers, codes, datasets, and metrics.

Size: 129 KB - Last synced at: 9 days ago - Pushed at: 4 months ago - Stars: 315 - Forks: 18

X-Lucifer/AI-Lossless-Zoomer

AI无损放大工具

Language: C# - Size: 44.3 MB - Last synced at: 11 days ago - Pushed at: 10 months ago - Stars: 1,563 - Forks: 176

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

Bringing Old Photo Back to Life (CVPR 2020 oral)

Language: Python - Size: 40 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 15,422 - Forks: 2,047

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

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

Language: Python - Size: 6.7 MB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 1,664 - Forks: 222

soumik12345/MIRNet

Tensorflow implementation of MIRNet for Low-light image enhancement

Language: Jupyter Notebook - Size: 27.9 MB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 115 - Forks: 37

kawchar85/Awesome-Deblurring-Resources

A curated list of research papers and datasets related to image and video deblurring.

Size: 126 KB - Last synced at: 4 days ago - Pushed at: 8 months ago - Stars: 8 - Forks: 1

mmartyna123/CV-ImageInpainting

Bean Image Inpainting Project for Computer Vision Classes

Language: Jupyter Notebook - Size: 169 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 1

xinntao/Real-ESRGAN-ncnn-vulkan

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

Language: C - Size: 154 KB - Last synced at: 11 days ago - Pushed at: 11 months ago - Stars: 1,647 - Forks: 205

biomicroscopy/DPR-Resolution_enhancement_with_deblurring_by_pixel_reassignment

Resolution Enhancement Algorithm using Deblurring by Pixel Reassignment. This repository implements cutting-edge techniques for improving image resolution and clarity by reassigning pixels to correct for blur. Ideal for microscopy, photography, image processing, and computational optics researchers.

Language: Python - Size: 12.4 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 27 - Forks: 8

IGITUGraz/WeatherDiffusion

Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]

Language: Python - Size: 39.1 KB - Last synced at: 13 days ago - Pushed at: about 2 years ago - Stars: 375 - Forks: 34

moyu3739/Enana

A tool for magnifying images in EPUB file. 一个用于放大 EPUB 文件中图像的工具

Language: Python - Size: 304 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

Kobaayyy/Awesome-ECCV2024-ECCV2020-Low-Level-Vision

A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision

Size: 455 KB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 322 - Forks: 25

emidan19/deep-tempest

Restoration for TEMPEST images using deep-learning

Language: Python - Size: 494 MB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 600 - Forks: 84

baidut/OpenCE

Contrast Enhancement Techniques for low-light images

Language: Matlab - Size: 24.6 MB - Last synced at: 12 days ago - Pushed at: almost 7 years ago - Stars: 517 - Forks: 151

swz30/MPRNet

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

Language: Python - Size: 99.6 KB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 1,256 - Forks: 197

mv-lab/swin2sr

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

Language: Python - Size: 20 MB - Last synced at: 12 days ago - Pushed at: 8 months ago - Stars: 613 - Forks: 72

murufeng/FUIR

A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐

Language: Python - Size: 3.34 MB - Last synced at: 10 days ago - Pushed at: almost 3 years ago - Stars: 313 - Forks: 34

cszn/IRCNN

Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)

Language: MATLAB - Size: 204 MB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 607 - Forks: 171

cszn/FFDNet

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)

Language: MATLAB - Size: 103 MB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 495 - Forks: 130

mv-lab/InstructIR

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

Language: Jupyter Notebook - Size: 87.2 MB - Last synced at: 17 days ago - Pushed at: 7 months ago - Stars: 612 - Forks: 36

DarrenPan/Awesome-CVPR2024-Low-Level-Vision

A Collection of Papers and Codes in CVPR2023/2022 about low level vision

Size: 666 KB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 658 - Forks: 50

Picsart-AI-Research/ReCoRo-Controllable-Low-Light-Image-Enhancement

[ACMMM 2022] ReCoRo: Region-Controllable Robust Light Enhancement by User-Specified Imprecise Masks

Language: Python - Size: 17.2 MB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 15 - Forks: 2

WeisongZhao/Sparse-SIM

Official MATLAB implementation of the "Sparse deconvolution" -v1.0.3

Language: MATLAB - Size: 15.1 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 85 - Forks: 14

Rishit-dagli/MIRNet-TFJS

TensorFlow JS models for MIRNet for low-light💡 image enhancement

Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: 12 days ago - Pushed at: about 2 years ago - Stars: 353 - Forks: 40

XingangPan/deep-generative-prior

Code for deep generative prior (ECCV2020 oral)

Language: Python - Size: 81.8 MB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 499 - Forks: 70

cuiziteng/Illumination-Adaptive-Transformer

🌕 [BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.

Language: Python - Size: 29.4 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 513 - Forks: 49

swz30/MIRNetv2

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

Language: Python - Size: 4.37 MB - Last synced at: 14 days ago - Pushed at: about 1 year ago - Stars: 441 - Forks: 59

Guaishou74851/PRL

(IJCV 2023) Deep Physics-Guided Unrolling Generalization for Compressed Sensing [PyTorch]

Language: Python - Size: 9.54 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 31 - Forks: 5

swz30/MIRNet

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

Language: Python - Size: 52.7 KB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 687 - Forks: 95

qi-zohair/Adapted-fast-gradient-projection-algorithm-for-magnetic-resonance-image-denoising

Adapted fast gradient projection algorithm for MR image denoising

Language: MATLAB - Size: 292 KB - Last synced at: 23 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

pyxu-org/pyxu

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

Language: Python - Size: 286 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 134 - Forks: 16

TonyHongtaoWu/RainMamba

[ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining

Language: Python - Size: 37.1 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 78 - Forks: 5

XLearning-SCU/Awesome-All-In-One-Image-Restoration

This is a summary of research on All-In-One Image/Video Restoration. There may be omissions. If anything is missing please get in touch with us. Our emails: [email protected]; [email protected]; [email protected]; [email protected]

Size: 28.3 KB - Last synced at: 19 days ago - Pushed at: 3 months ago - Stars: 172 - Forks: 6

Lotayou/Face-Renovation

Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".

Language: Python - Size: 5.59 MB - Last synced at: 25 days ago - Pushed at: over 4 years ago - Stars: 287 - Forks: 48

VinAIResearch/QC-StyleGAN

QC-StyleGAN - Quality Controllable Image Generation and Manipulation (NeurIPS 2022)

Language: Python - Size: 3.96 MB - Last synced at: 15 days ago - Pushed at: 9 months ago - Stars: 26 - Forks: 1

albrateanu/AKDT

[VISAPP 2025] AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising

Language: Python - Size: 207 KB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 8 - Forks: 1

google-research/maxim 📦

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

Language: Python - Size: 10.5 MB - Last synced at: 24 days ago - Pushed at: almost 2 years ago - Stars: 1,043 - Forks: 113

DarrenPan/Awesome-AAAI2023-Low-Level-Vision

A Collection of Papers and Codes in AAAI2022 related to Low-Level Vision

Size: 52.7 KB - Last synced at: 13 days ago - Pushed at: 10 months ago - Stars: 43 - Forks: 3

ZhendongWang6/Uformer

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

Language: Python - Size: 2.08 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 846 - Forks: 119

Qengineering/GFPGAN-ncnn-Raspberry-Pi-4

GFPGAN face reconstruction with ncnn on a bare Raspberry Pi

Language: C++ - Size: 1000 KB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 0

TensoRaws/ccrestoration

an inference lib for image/video restoration with VapourSynth support

Language: Python - Size: 192 KB - Last synced at: 16 days ago - Pushed at: 4 months ago - Stars: 35 - Forks: 3

DarrenPan/Awesome-NeurIPS2023-Low-Level-Vision

A Collection of Papers and Codes in NeurIPS2022/2021 related to Low-Level Vision

Size: 57.6 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 0

caiyuanhao1998/Retinexformer

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

Language: Python - Size: 16 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1,117 - Forks: 86

caiyuanhao1998/PNGAN

"Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training" (NeurIPS 2021)

Language: Python - Size: 44.8 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 137 - Forks: 21

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

Collection of popular and reproducible image denoising works.

Size: 23.4 KB - Last synced at: 26 days ago - Pushed at: over 3 years ago - Stars: 2,443 - Forks: 509

jin-cao-tma/HAIR

The Official Implementation for "HAIR: Hypernetworks-based All-in-One Image Restoration".

Language: Python - Size: 6.88 MB - Last synced at: 28 days ago - Pushed at: 5 months ago - Stars: 71 - Forks: 6

davidserra9/abair

Adaptive Blind All-in-One Image Restoration

Size: 7.81 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 28 - Forks: 0

eduardzamfir/MoCE-IR

[CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration

Language: Python - Size: 821 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 33 - Forks: 0

the-database/traiNNer-redux

Deep learning training framework for image super resolution and restoration.

Language: Python - Size: 66 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 50 - Forks: 8

Guaishou74851/CASNet

(TIP 2022) Content-aware Scalable Deep Compressed Sensing [PyTorch]

Language: Python - Size: 14.5 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 36 - Forks: 8

DarrenPan/Awesome-ECCV2022-Low-Level-Vision

A Collection of Papers and Codes in ECCV2022 about low level vision

Size: 265 KB - Last synced at: 13 days ago - Pushed at: almost 2 years ago - Stars: 167 - Forks: 8

DarrenPan/Awesome-ICCV2023-Low-Level-Vision

A Collection of Papers and Codes in ICCV2023/2021 about low level vision

Size: 124 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 197 - Forks: 14

c-yn/ConvIR

Revitalizing Convolutional Network for Image Restoration

Language: Python - Size: 77.1 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 97 - Forks: 6

mv-lab/AISP

AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image Enhancement, Bokeh rendering and more!

Language: Jupyter Notebook - Size: 76.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 403 - Forks: 47

therealczr15/NYCU_DIP_2023F

NYCU Digital Image Processing 2023 Fall

Language: C++ - Size: 39.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

sunshangquan/Histoformer

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

Language: Python - Size: 3.41 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 164 - Forks: 11

eduardzamfir/DaAIR

GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"

Size: 15.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 0

sedaboni/TomoSelfDEQ

TomoSelfDEQ: Self-Supervised Deep Equilibrium Learning for Sparse-Angle CT Reconstruction (2025)

Language: Python - Size: 15.3 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Leo-Thomas/CARLAHaze

CARLAHaze: A Large-scale Synthetic Dataset for Outdoor Image Dehazing

Language: Python - Size: 36.2 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

c-yn/IRNeXt

[ICML2023] IRNeXt: Rethinking Convolutional Network Design for Image Restoration

Language: Python - Size: 333 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 55 - Forks: 5

Haoming02/sd-forge-supir

SUPIR upscaling wrapper for Forge Webui

Language: Python - Size: 11.7 KB - Last synced at: 21 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

albrateanu/LYT-Net

LYT-Net: Lightweight YUV Transformer-based Network for Low-Light Image Enhancement

Language: Python - Size: 2.45 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 87 - Forks: 14

Yaziwel/Restore-RWKV

Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV

Language: Python - Size: 7.45 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 75 - Forks: 5

bhattbhavesh91/low-light-image-enhancement-tutorial

Small demo of MIRNet for low-light image enhancement using TensorFlow.

Language: Jupyter Notebook - Size: 15.6 KB - Last synced at: about 16 hours ago - Pushed at: over 3 years ago - Stars: 27 - Forks: 6

sakoho81/miplib

A Python software library with a variety of functions for (optical) microscopy image restoration, reconstruction and analysis.

Language: Jupyter Notebook - Size: 79 MB - Last synced at: 6 days ago - Pushed at: over 3 years ago - Stars: 76 - Forks: 24

Tombs98/CAPTNet

Prompt-based Ingredient-Oriented All-in-One Image Restoration

Language: Python - Size: 4.17 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 18 - Forks: 0

Egkang-Luis/BurstM

BurstM: Deep Burst Multi-scale SR using Fourier Space with Optical Flow

Language: Python - Size: 45.1 MB - Last synced at: 26 days ago - Pushed at: 7 months ago - Stars: 22 - Forks: 2

tanvirnwu/TriFuse

LoLI-Street is a low-light image enhancement dataset for training and testing low-light image enhancement models under urban street scenes.

Language: Python - Size: 2.49 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 19 - Forks: 0

manyaafonso/pySENS

Python implementation of optimization methods for inverse problems in imaging.

Language: Jupyter Notebook - Size: 3.32 MB - Last synced at: 20 days ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

researchmm/TTSR

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

Language: Python - Size: 3.11 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 770 - Forks: 115

jin-cao-tma/Chain-of-Restoration

The Official Implementation for paper "Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers".

Size: 362 KB - Last synced at: 28 days ago - Pushed at: 6 months ago - Stars: 17 - Forks: 0

ksasso1028/indi-debanding

Image Debanding using Inversion by Direct Iteration

Language: Python - Size: 65.4 MB - Last synced at: 14 days ago - Pushed at: 11 months ago - Stars: 4 - Forks: 1

Ascend-Research/CascadedGaze

The official PyTorch implementation for CascadedGaze: Efficiency in Global Context Extraction for Image Restoration, TMLR'24.

Language: Python - Size: 474 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 49 - Forks: 3

CAREamics/MicroSplit-reproducibility

Notebooks, scripts and utilities to reproduce MicroSplit

Language: Python - Size: 188 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 5 - Forks: 3

sczhou/IGNN

[NeurIPS 2020] Cross-Scale Internal Graph Neural Network for Image Super-Resolution

Language: Python - Size: 146 KB - Last synced at: 9 days ago - Pushed at: about 4 years ago - Stars: 313 - Forks: 40

Related Keywords
image-restoration 374 image-processing 101 deep-learning 89 pytorch 80 computer-vision 70 super-resolution 63 low-level-vision 56 image-denoising 48 image-enhancement 46 denoising 40 image-deblurring 33 python 25 deblurring 25 deraining 22 transformer 19 image-deraining 18 dehazing 18 image-dehazing 17 machine-learning 17 image-inpainting 15 image-generation 14 image-reconstruction 14 low-light-image-enhancement 14 gan 14 esrgan 13 real-esrgan 13 desnowing 13 restoration 12 tensorflow 12 diffusion-models 11 image-super-resolution 11 image 11 cnn 9 inverse-problems 9 opencv 8 video-restoration 8 python3 8 shadow-removal 8 rain-removal 7 inpainting 7 image-segmentation 7 deep-neural-networks 7 object-detection 7 cvpr 7 neural-network 7 image-manipulation 7 ntire 7 autoencoder 7 digital-image-processing 6 desnowing-algorithm 6 underwater-images 6 deconvolution 6 eccv2020 6 enhancement 6 convolutional-neural-networks 6 unet 6 dataset 6 haze-removal 6 dehaze 6 noise-reduction 6 vision-transformer 6 defocus-deblurring 6 gfpgan 6 motion-deblurring 6 compressed-sensing 5 face-restoration 5 video-processing 5 eccv2024 5 superresolution 5 low-level 5 denoise 5 matlab 5 upscale 5 keras 5 colorization 5 efficiency 5 artificial-intelligence 5 cvpr2023 5 snow-removal 5 low-light-enhance 5 deblur 5 gans 4 admm-algorithm 4 ai 4 image-upscaling 4 basicsr 4 raindrop-removal 4 image-desnowing 4 anime 4 cvpr2025 4 jpeg-artifacts-removal 4 stable-diffusion 4 dehazing-algorithm 4 remote-sensing 4 jpeg-compression 4 eccv2022 4 optimization 4 inverse-problem 4 image-filtering 4 edge-detection 4