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The Top 10 Image Denoising Open Source Projects

Open source projects categorized as Image Denoising
Categories  > Image Denoising
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JingyunLiang/SwinIR ⭐ 2,836
SwinIR: Image Restoration Using Swin Transformer (official repository)
dependent packages 0 total releases 0 most recent commit about 3 years ago
wenbihan/reproducible-image-denoising-state-of-the-art ⭐ 1,759
Collection of popular and reproducible image denoising works.
dependent packages 0 total releases 0 most recent commit over 4 years ago
megvii-research/NAFNet ⭐ 1,742
The state-of-the-art image restoration model without nonlinear activation functions.
dependent packages 0 total releases 0 most recent commit over 2 years ago
swz30/MPRNet ⭐ 1,018
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
dependent packages 0 total releases 0 most recent commit over 2 years ago
cszn/DnCNN ⭐ 978
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
dependent packages 0 total releases 0 most recent commit over 4 years ago
cszn/IRCNN ⭐ 612
Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
dependent packages 0 total releases 0 most recent commit over 4 years ago
Kobaayyy/Awesome-CVPR2021-CVPR2020-Low-Level-Vision ⭐ 526
A Collection of Papers and Codes for CVPR2021/CVPR2020 Low Level Vision
dependent packages 0 total releases 0 most recent commit about 3 years ago
cszn/SCUNet ⭐ 516
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
dependent packages 0 total releases 0 most recent commit over 2 years ago
Algolzw/daclip-uir ⭐ 441
PyTorch code for "Controlling Vision-Language Models for Universal Image Restoration", ICLR 2024.
dependent packages 0 total releases 0 most recent commit over 2 years ago
swz30/MIRNet ⭐ 436
[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
dependent packages 0 total releases 0 most recent commit about 4 years ago
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