Statistics for topic image-restoration

RepositoryStats tracks 584,796 Github repositories, of these 144 are tagged with the image-restoration topic. The most common primary language for repositories using this topic is Python (111). Other languages include: Jupyter Notebook (11)

Stargazers over time for topic image-restoration

Most starred repositories for topic image-restoration (view more)

TencentARC
GFPGAN TencentARC
6.0k
35.9k
other
507
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
gan gfpgan pytorch deep-learning face-restoration super-resolution image-restoration
Created 2021-03-19
107 commits to master branch, last one 7 months ago
xinntao
Real-ESRGAN xinntao
3.6k
28.5k
bsd-3-clause
231
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
amine esrgan denoise pytorch real-esrgan jpeg-compression super-resolution image-restoration
Created 2021-07-19
138 commits to master branch, last one 7 months ago
microsoft
Bringing-Old-Photos-Back-to-Life microsoft
2.0k
15.1k
mit
287
Bringing Old Photo Back to Life (CVPR 2020 oral)
gans photos pytorch image-restoration photo-restoration image-manipulation old-photo-restoration generative-adversarial-network
Created 2020-06-24
108 commits to master branch, last one 2 years ago
JingyunLiang
SwinIR JingyunLiang
549
4.5k
apache-2.0
52
SwinIR: Image Restoration Using Swin Transformer (official repository)
image-sr denoising deblocking restoration transformer decompression image-denoising image-deblocking low-level-vision super-resolution image-restoration vision-transformer image-super-resolution compression-artifact-reduction real-world-image-super-resolution lightweight-image-super-resolution
Created 2021-08-16
66 commits to main branch, last one about a year ago
cszn
KAIR cszn
632
3.0k
mit
47
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
dpsr sisr srmd dncnn flops bsrgan esrgan ffdnet swinir usrnet pytorch toolbox denoising deep-learning super-resolution image-restoration
Created 2019-12-15
419 commits to master branch, last one about a month ago
wenbihan
reproducible-image-denoising-state-of-the-art wenbihan
508
2.4k
unknown
117
Collection of popular and reproducible image denoising works.
art cnn arxiv noise summary benchmarking curated-list deep-learning implementation recovery-image image-denoising noise-reduction image-processing inverse-problems state-of-the-art image-restoration denoising-algorithms image-reconstruction performance-analysis reproducible-research
Created 2017-12-30
40 commits to master branch, last one 4 years ago

Trending repositories for topic image-restoration (view more)

Last 3 days (new repositories)
no newly created repositories trending in the last 3 days
Last 3 days (absolute gain)
xinntao
xinntao/Real-ESRGAN

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

28,487 (+39)
bsd-3-clause
TencentARC
TencentARC/GFPGAN

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

35,902 (+9)
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,461 (+8)
apache-2.0
cszn
cszn/KAIR

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

2,966 (+6)
mit
microsoft
microsoft/Bringing-Old-Photos-Back-to-Life

Bringing Old Photo Back to Life (CVPR 2020 oral)

15,125 (+5)
mit
Last 3 days (relative gain)
Kobaayyy
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

161 (+3%)
DarrenPan
DarrenPan/Awesome-AAAI2023-Low-Level-Vision

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

43 (+2%)
c-yn
c-yn/OKNet

[AAAI2024] Omni-Kernel Network for Image Restoration

43 (+2%)
mit
ohayonguy
ohayonguy/PMRF

Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

534 (+0.9%)
mit
sunshangquan
sunshangquan/Histoformer

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

143 (+0.7%)
Last week (new repositories)
no newly created repositories trending in the last week
Last week (absolute gain)
xinntao
xinntao/Real-ESRGAN

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

28,487 (+82)
bsd-3-clause
TencentARC
TencentARC/GFPGAN

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

35,902 (+16)
microsoft
microsoft/Bringing-Old-Photos-Back-to-Life

Bringing Old Photo Back to Life (CVPR 2020 oral)

15,125 (+15)
mit
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,461 (+11)
apache-2.0
ohayonguy
ohayonguy/PMRF

Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

534 (+10)
mit
Last week (relative gain)
TensoRaws
TensoRaws/ccrestoration

an inference lib for image/video restoration with VapourSynth support

26 (+18%)
mit
the-database
the-database/traiNNer-redux

Deep learning training framework for image super resolution and restoration.

28 (+8%)
apache-2.0
c-yn
c-yn/IRNeXt

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

53 (+4%)
mit
kanglin755
kanglin755/plug_and_play_admm

A simple Pytorch implementation of plug and play ADMM with examples

32 (+3%)
mit
Kobaayyy
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

161 (+3%)
Last month (new repositories)
no newly created repositories trending in the last month
Last month (absolute gain)
xinntao
xinntao/Real-ESRGAN

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

28,487 (+356)
bsd-3-clause
TencentARC
TencentARC/GFPGAN

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

35,902 (+157)
ohayonguy
ohayonguy/PMRF

Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

534 (+88)
mit
microsoft
microsoft/Bringing-Old-Photos-Back-to-Life

Bringing Old Photo Back to Life (CVPR 2020 oral)

15,125 (+71)
mit
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,461 (+54)
apache-2.0
Last month (relative gain)
Ascend-Research
Ascend-Research/Turtle

[ NeurIPS 2024 ] The official PyTorch implementation for Learning Truncated Causal History Model for Video Restoration.

35 (+106%)
mit
TonyHongtaoWu
TonyHongtaoWu/RainMamba

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

60 (+30%)
mit
ohayonguy
ohayonguy/PMRF

Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

534 (+20%)
mit
the-database
the-database/traiNNer-redux

Deep learning training framework for image super resolution and restoration.

28 (+17%)
apache-2.0
Ascend-Research
Ascend-Research/CascadedGaze

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

36 (+16%)
mit
Last 12-months (new repositories)
emidan19
emidan19/deep-tempest

Restoration for TEMPEST images using deep-learning

550
ohayonguy
ohayonguy/PMRF

Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

534
mit
mv-lab
mv-lab/InstructIR

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

525
mit
sunshangquan
sunshangquan/Histoformer

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

143
XLearning-SCU
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: liboyun.gm@gmail.com; gouyuanbiao@gmail.com...

116
Last 12-months (absolute gain)
xinntao
xinntao/Real-ESRGAN

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

28,487 (+4,763)
bsd-3-clause
TencentARC
TencentARC/GFPGAN

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

35,902 (+2,970)
microsoft
microsoft/Bringing-Old-Photos-Back-to-Life

Bringing Old Photo Back to Life (CVPR 2020 oral)

15,125 (+1,193)
mit
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,461 (+726)
apache-2.0
caiyuanhao1998
caiyuanhao1998/Retinexformer

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

913 (+650)
mit
Last 12-months (relative gain)
ohayonguy
ohayonguy/PMRF

Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

534 (+13,250%)
mit
mv-lab
mv-lab/InstructIR

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

525 (+1,150%)
mit
c-yn
c-yn/ChaIR

[Knowledge-Based Systems] Exploring the Potential of Channel Interactions for Image Restoration

41 (+925%)
mit
toummHus
toummHus/HAIR

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

62 (+786%)
neosr-project
neosr-project/neosr

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

173 (+592%)
apache-2.0