DeepRFT

Image deblurring library

Develops deep learning-based methods for removing blur and defocus from images

The code for 'Intriguing Findings of Frequency Selection for Image Deblurring' and 'Deep Residual Fourier Transformation for Single Image Deblurring'

GitHub

244 stars
5 watching
32 forks
Language: Python
last commit: about 1 month ago
deep-learningpytorch

Related projects:

Repository Description Stars
deepmed-lab-ecnu/deeprft-aaai2023 A deep learning-based image deblurring system that explores the impact of frequency selection on restoration quality 18
chosj95/mimo-unet Develops a deep learning model for single image deblurring with improved performance and computational efficiency 373
codeslake/ifan Implementation of an algorithm for single image deblurring in images with defocus blur 227
xl-tang3/uaudeblur An implementation of an image deblurring algorithm using PyTorch and deep residual prior 57
visinf/deblur-devil A PyTorch implementation of deep video deblurring using multiple network architectures and datasets. 17
pp00704831/stripformer-eccv-2022- An implementation of an image deblurring algorithm using a transformer-based model 93
lingyanruan/drbnet An implementation of an image deblurring algorithm using light field technology and deep learning techniques. 109
minyuanye/siun This project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture 162
pp00704831/banet-tip-2022 A PyTorch implementation of an attention network for dynamic scene deblurring 37
codeslake/pvdnet An open-source implementation of a deep learning model for video deblurring and motion estimation. 114
kkkls/fftformer An image deblurring method using transformer architecture 251
cszcwu/nrknet Deblurring software for correcting image defects caused by camera defocus 14
jiangsutx/srn-deblur This repository provides a Python implementation of a deep learning-based image deblurring algorithm. 719
zzh-tech/bit Develops a deep learning-based method for deblurring images and videos from motion blur 222
zhihongz/infwide A deep learning-based image deblurring method designed to handle low-light conditions 13