Statistics for topic image-denoising

RepositoryStats tracks 639,265 Github repositories, of these 56 are tagged with the image-denoising topic. The most common primary language for repositories using this topic is Python (37).

Stargazers over time for topic image-denoising

707060605050404030302020101000202020202021202120222022202320232024202420252025

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

JingyunLiang
SwinIR JingyunLiang
573
4.8k
apache-2.0
50
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
megvii-research
NAFNet megvii-research
311
2.5k
other
23
The state-of-the-art image restoration model without nonlinear activation functions.
deblur denoise pytorch eccv2022 image-denoising image-deblurring low-level-vision image-restoration stereo-super-resolution
Created 2022-04-10
73 commits to main branch, last one about a year ago
wenbihan
reproducible-image-denoising-state-of-the-art wenbihan
510
2.4k
unknown
115
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 5 years ago
cszn
DnCNN cszn
541
1.5k
unknown
56
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
pytorch matconvnet image-denoising jpeg-deblocking keras-tensorflow super-resolution residual-learning
Created 2016-08-12
78 commits to master branch, last one 3 years ago
swz30
MPRNet swz30
197
1.3k
other
16
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
cvpr21 pytorch cvpr2021 cvpr-2021 computer-vision image-denoising image-deraining image-deblurring low-level-vision image-restoration multistage-network progressive-restoration
Created 2021-02-04
77 commits to main branch, last one 12 months ago
Kobaayyy
Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision Kobaayyy
139
1.2k
unknown
32
A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
c-v-p-r cvpr2020 cvpr2021 cvpr2024 cvpr2025 image-dehazing computer-vision image-denoising image-deraining image-deblurring image-demoireing image-processing low-level-vision super-resolution image-compression image-enhancement image-restoration frame-interpolation image-reconstruction image-quality-assessment
Created 2020-06-19
261 commits to master branch, last one 12 days ago

Trending repositories for topic image-denoising (view more)

Last 3 days (new repositories)
no newly created repositories trending in the last 3 days
Last 3 days (absolute gain)
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,778 (+8)
apache-2.0
Kobaayyy
Kobaayyy/Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,249 (+4)
Algolzw
Algolzw/daclip-uir

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

750 (+3)
mit
megvii-research
megvii-research/NAFNet

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

2,466 (+3)
swz30
swz30/MPRNet

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

1,261 (+2)
Last 3 days (relative gain)
OpenImagingLab
OpenImagingLab/DualDn

[ECCV2024] DualDn: Dual-domain Denoising via Differentiable ISP. :star::triumph::star::skull: SOTA model for real-image denoising. :skull: Both in terms of denoising performance and generalization a...

60 (+2%)
c-yn
c-yn/AdaIR

[ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

149 (+0.7%)
mit
Algolzw
Algolzw/daclip-uir

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

750 (+0.4%)
mit
Kobaayyy
Kobaayyy/Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,249 (+0.3%)
swz30
swz30/MPRNet

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

1,261 (+0.2%)
Last week (new repositories)
no newly created repositories trending in the last week
Last week (absolute gain)
cuixing158
cuixing158/Awesome-CV-MasterHub

:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works

214 (+18)
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,778 (+16)
apache-2.0
Kobaayyy
Kobaayyy/Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,249 (+14)
Algolzw
Algolzw/daclip-uir

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

750 (+8)
mit
LujiaJin
LujiaJin/One-Pot_Multi-Frame_Denoising

The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".

1,129 (+6)
gpl-3.0
Last week (relative gain)
cuixing158
cuixing158/Awesome-CV-MasterHub

:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works

214 (+9%)
OpenImagingLab
OpenImagingLab/DualDn

[ECCV2024] DualDn: Dual-domain Denoising via Differentiable ISP. :star::triumph::star::skull: SOTA model for real-image denoising. :skull: Both in terms of denoising performance and generalization a...

60 (+7%)
Kobaayyy
Kobaayyy/Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,249 (+1%)
Algolzw
Algolzw/daclip-uir

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

750 (+1%)
mit
c-yn
c-yn/AdaIR

[ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

149 (+0.7%)
mit
Last month (new repositories)
no newly created repositories trending in the last month
Last month (absolute gain)
cuixing158
cuixing158/Awesome-CV-MasterHub

:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works

214 (+105)
Kobaayyy
Kobaayyy/Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,249 (+81)
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,778 (+59)
apache-2.0
megvii-research
megvii-research/NAFNet

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

2,466 (+48)
LujiaJin
LujiaJin/One-Pot_Multi-Frame_Denoising

The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".

1,129 (+29)
gpl-3.0
Last month (relative gain)
cuixing158
cuixing158/Awesome-CV-MasterHub

:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works

214 (+96%)
OpenImagingLab
OpenImagingLab/DualDn

[ECCV2024] DualDn: Dual-domain Denoising via Differentiable ISP. :star::triumph::star::skull: SOTA model for real-image denoising. :skull: Both in terms of denoising performance and generalization a...

60 (+15%)
Kobaayyy
Kobaayyy/Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,249 (+7%)
lychengrex
lychengrex/Image-Denoising-with-Deep-CNNs

Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures

126 (+4%)
mit
c-yn
c-yn/AdaIR

[ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

149 (+3%)
mit
Last 12-months (new repositories)
cuixing158
cuixing158/Awesome-CV-MasterHub

:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works

214
OpenImagingLab
OpenImagingLab/DualDn

[ECCV2024] DualDn: Dual-domain Denoising via Differentiable ISP. :star::triumph::star::skull: SOTA model for real-image denoising. :skull: Both in terms of denoising performance and generalization a...

60
Last 12-months (absolute gain)
JingyunLiang
JingyunLiang/SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

4,778 (+723)
apache-2.0
Kobaayyy
Kobaayyy/Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

1,249 (+537)
megvii-research
megvii-research/NAFNet

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

2,466 (+482)
LujiaJin
LujiaJin/One-Pot_Multi-Frame_Denoising

The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".

1,129 (+456)
gpl-3.0
Algolzw
Algolzw/daclip-uir

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

750 (+239)
mit
Last 12-months (relative gain)
c-yn
c-yn/FSNet

[TPAMI] Image Restoration via Frequency Selection

81 (+200%)
mit
c-yn
c-yn/AdaIR

[ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

149 (+161%)
mit
Kobaayyy
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

189 (+125%)
shaunhwq
shaunhwq/visual_comparison

A comparison tool to aid image/video enhancement research

40 (+122%)
mit
Kobaayyy
Kobaayyy/Awesome-ECCV2024-ECCV2020-Low-Level-Vision

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

323 (+92%)