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Top 7 image-deblurring open source projects

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

SimDeblur

SimDeblur is a simple framework for image and video deblurring, implemented by PyTorch

✭ 181

python Cuda C++dbn image-deblurring srn video-deblurring mscnn dblrnet ifirnn strcnn simdeblur

Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

✭ 586

python matlab pytorch transformer high-resolution image-restoration image-deblurring motion-deblurring low-level-vision defocus-deblurring image-deraining efficient-transformers cvpr2022

ihradis-cnn-deblur

Image deblurring with Convolutional Neural Networks. Scripts & Neural network models available here

✭ 60

python deep-learning image-processing artificial-intelligence neural-networks convolutional-neural-networks image-deblurring

Uformer

[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

MemNet-Tensorflow

Tensorflow implementation of MemNet(http://cvlab.cse.msu.edu/pdfs/Image_Restoration%20using_Persistent_Memory_Network.pdf).

✭ 41

python shell tensorflow image-deblurring memnet

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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