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Top 12 image-denoising open source projects

Reproducible Image Denoising State Of The Art

Collection of popular and reproducible image denoising works.

Awesome-ICCV2021-Low-Level-Vision

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

✭ 163

computer-vision gan image-manipulation image-generation super-resolution image-denoising image-deblurring image-to-image-translation image-enhancement image-transfer frame-interpolation image-deraining iccv2021

SwinIR: Image Restoration Using Swin Transformer (official repository)

✭ 1,260

python shell decompression transformer super-resolution image-denoising image-restoration restoration denoising image-super-resolution low-level-vision deblocking vision-transformer image-deblocking compression-artifact-reduction real-world-image-super-resolution lightweight-image-super-resolution image-sr

Code for the paper "Pyramid Real Image Denoising Network"

✭ 47

python deep-learning tensorflow cnn image-denoising real-noise

Image-Denoising-with-Deep-CNNs

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

✭ 54

Jupyter Notebook python tutorial cnn pytorch convolutional-neural-network image-denoising dncnn

sparselandtools

✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.

✭ 55

python image-processing pursuit sparse-coding dictionary-learning image-denoising sparse-representations k-svd dct-dictionary haar-dictionary

Code for Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)

✭ 165

python image-denoising image-super-resolution

[CVPR 2022] Official repository for the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

✭ 415

python shell matlab deep-learning pytorch image-denoising image-restoration image-deblurring image-demoireing image-deraining

strollr2d icassp2017

Image Denoising Codes using STROLLR learning, the Matlab implementation of the paper in ICASSP2017

✭ 22

matlab sparsity unsupervised-learning self-similarity image-denoising joint-models lowrankdenoising transform-learning state-of-the-art

Pytorch code for "Attention Based Real Image Restoration", IEEE Transactions on Neural Networks and Learning Systems, 2021

✭ 19

image-denoising image-denoise raindrop-removal real-image-denoising jpeg-removal image-deraining

Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)

✭ 45

python deep-learning cnn image-denoising image-preprocessing low-level-vision cnn-pytorch real-noise blind-denoising

Awesome-low-level-vision-resources

A curated list of resources for Low-level Vision Tasks

✭ 35

image-processing transformer video-processing image-manipulation image-denoising image-deblurring image-enhancement image-super-resolution video-interpolation paper-with-code cvpr2021

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