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The Top 23 Python Image Denoising Open Source Projects

Open source projects categorized as Python Image Denoising
Categories > Image Denoising
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
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
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
Sunet ⭐ 135
SUNet: Swin Transformer with UNet for Image Denoising
most recent commit 6 months ago
Dncnn Pytorch ⭐ 129
PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
most recent commit 5 years ago
Mwcnnv2 ⭐ 124
Multi-level Wavelet Convolutional Neural Networks
most recent commit 3 years ago
Ailearnnotes ⭐ 122
Artificial Intelligence Learning Notes.
most recent commit 4 years ago
Dsrvae ⭐ 114
Unsupervised Real Image Super-Resolution via Variational AutoEncoder in CVPR2020
most recent commit a year ago
Mirnetv2 ⭐ 113
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
most recent commit 2 years ago
Pngan ⭐ 103
"Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training" (NeurIPS 2021)
most recent commit 5 months ago
Adnet ⭐ 99
Attention-guided CNN for image denoising(Neural Networks,2020)
most recent commit a year ago
Sadnet ⭐ 97
Pytorch code for "Spatial-Adaptive Network for Single Image Denoising"
most recent commit 2 years ago
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