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The Top 23 Image Denoising Open Source Projects

Open source projects categorized as Image Denoising
Categories > Image Denoising
Swinir ⭐ 4,024
SwinIR: Image Restoration Using Swin Transformer (official repository)
most recent commit a year ago
Reproducible Image Denoising State Of The Art ⭐ 1,759
Collection of popular and reproducible image denoising works.
most recent commit 2 years ago
Nafnet ⭐ 1,742
The state-of-the-art image restoration model without nonlinear activation functions.
most recent commit 5 months ago
Mprnet ⭐ 1,018
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
most recent commit 5 months ago
Dncnn ⭐ 978
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
most recent commit 3 years ago
Ircnn ⭐ 574
Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
most recent commit 3 years ago
Awesome Cvpr2021 Cvpr2020 Low Level Vision ⭐ 526
A Collection of Papers and Codes for CVPR2021/CVPR2020 Low Level Vision
most recent commit a year ago
Scunet ⭐ 516
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
most recent commit 4 months ago
Daclip Uir ⭐ 441
PyTorch code for "Controlling Vision-Language Models for Universal Image Restoration", ICLR 2024.
most recent commit 3 months ago
Mirnet ⭐ 436
[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
most recent commit 2 years ago
Cbdnet ⭐ 410
Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019
most recent commit 2 years ago
Uformer ⭐ 391
[CVPR 2022] Official repository for the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
most recent commit 2 years ago
Cycleisp ⭐ 364
[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis
most recent commit 2 years ago
Swin2sr ⭐ 303
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 1.8 M runs https://replicate.com/mv-lab/swin2sr
most recent commit 10 months ago
Ffdnet ⭐ 299
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)
most recent commit 3 years ago
Dncnn Tensorflow ⭐ 297
:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
most recent commit 5 years ago
Ridnet ⭐ 224
Pytorch code for "Real image denoising with feature attention", ICCV (Oral), 2019.
most recent commit 3 years ago
Promptir ⭐ 215
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
most recent commit 4 months ago
Fbcnn ⭐ 206
Towards Flexible Blind JPEG Artifacts Removal (FBCNN, ICCV 2021)
most recent commit 2 years ago
Maskeddenoising ⭐ 183
[CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132
most recent commit 4 months ago
Brdnet ⭐ 178
Image denoising using deep CNN with batch renormalization(Neural Networks,2020)
most recent commit a year ago
Nlrn ⭐ 154
Code for Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)
most recent commit 5 years ago
Awesome Iccv2021 Low Level Vision ⭐ 145
A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation
most recent commit 2 years ago
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