Statistics for topic image-restoration

RepositoryStats tracks 595,856 Github repositories, of these 152 are tagged with the image-restoration topic. The most common primary language for repositories using this topic is Python (118). 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
36.1k
other
509
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 8 months ago
xinntao
Real-ESRGAN xinntao
3.6k
28.9k
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 8 months ago
microsoft
Bringing-Old-Photos-Back-to-Life microsoft
2.0k
15.2k
mit
288
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
558
4.5k
apache-2.0
53
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 2 years ago
XPixelGroup
DiffBIR XPixelGroup
292
3.5k
apache-2.0
36
[ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
image-enhancement image-restoration
Created 2023-08-28
77 commits to main branch, last one 9 days ago
cszn
KAIR cszn
639
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 2 months 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.

28,905 (+46)
bsd-3-clause
TencentARC
TencentARC/GFPGAN

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

36,053 (+20)
swz30
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.

1,856 (+11)
caiyuanhao1998
caiyuanhao1998/Retinexformer

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

953 (+9)
mit
ohayonguy
ohayonguy/PMRF

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

565 (+7)
mit
Last 3 days (relative gain)
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...

143 (+3%)
Yaziwel
Yaziwel/All-In-One-Medical-Image-Restoration-via-Task-Adaptive-Routing

[MICCAI 2024] All-In-One Medical Image Restoration via Task-Adaptive Routing (AMIR).

37 (+3%)
apache-2.0
FanChiMao
FanChiMao/HWMNet

Half Wavelet Attention on M-Net+ for Low-light Image Enhancement

93 (+2%)
apache-2.0
ohayonguy
ohayonguy/PMRF

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

565 (+1%)
mit
caiyuanhao1998
caiyuanhao1998/Retinexformer

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

953 (+1.0%)
mit
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.

28,905 (+102)
bsd-3-clause
TencentARC
TencentARC/GFPGAN

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

36,053 (+41)
XPixelGroup
XPixelGroup/DiffBIR

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

3,464 (+18)
apache-2.0
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,535 (+17)
apache-2.0
caiyuanhao1998
caiyuanhao1998/Retinexformer

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

953 (+13)
mit
Last week (relative gain)
Guaishou74851
Guaishou74851/PCNet

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

42 (+14%)
taco-group
taco-group/MWFormer

[TIP2024] MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers

32 (+10%)
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...

143 (+10%)
Jumponthemoon
Jumponthemoon/AllWeatherNet

[ICPR Best Paper]:"AllWeatherNet:Unified Image enhancement for autonomous driving under adverse weather and lowlight-conditions"

29 (+4%)
Yaziwel
Yaziwel/All-In-One-Medical-Image-Restoration-via-Task-Adaptive-Routing

[MICCAI 2024] All-In-One Medical Image Restoration via Task-Adaptive Routing (AMIR).

37 (+3%)
apache-2.0
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.

28,905 (+418)
bsd-3-clause
TencentARC
TencentARC/GFPGAN

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

36,053 (+151)
microsoft
microsoft/Bringing-Old-Photos-Back-to-Life

Bringing Old Photo Back to Life (CVPR 2020 oral)

15,208 (+76)
mit
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,535 (+74)
apache-2.0
XPixelGroup
XPixelGroup/DiffBIR

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

3,464 (+70)
apache-2.0
Last month (relative gain)
taco-group
taco-group/MWFormer

[TIP2024] MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers

32 (+433%)
Guaishou74851
Guaishou74851/PCNet

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

42 (+367%)
Ascend-Research
Ascend-Research/Turtle

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

47 (+31%)
mit
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...

143 (+23%)
c-yn
c-yn/FSNet

[TPAMI] Image Restoration via Frequency Selection

62 (+19%)
mit
Last 12-months (new repositories)
emidan19
emidan19/deep-tempest

Restoration for TEMPEST images using deep-learning

566
ohayonguy
ohayonguy/PMRF

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

565
mit
mv-lab
mv-lab/InstructIR

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

555
mit
sunshangquan
sunshangquan/Histoformer

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

147
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...

143
Last 12-months (absolute gain)
xinntao
xinntao/Real-ESRGAN

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

28,905 (+4,574)
bsd-3-clause
TencentARC
TencentARC/GFPGAN

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

36,053 (+2,840)
microsoft
microsoft/Bringing-Old-Photos-Back-to-Life

Bringing Old Photo Back to Life (CVPR 2020 oral)

15,208 (+1,160)
mit
XPixelGroup
XPixelGroup/DiffBIR

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

3,464 (+782)
apache-2.0
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,535 (+723)
apache-2.0
Last 12-months (relative gain)
ohayonguy
ohayonguy/PMRF

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

565 (+14,025%)
mit
mv-lab
mv-lab/InstructIR

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

555 (+1,221%)
mit
c-yn
c-yn/FSNet

[TPAMI] Image Restoration via Frequency Selection

62 (+933%)
mit
toummHus
toummHus/HAIR

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

64 (+814%)
akshaydudhane16
akshaydudhane16/DyNet

Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!

50 (+525%)