DPSR

Image sharpener

A deep learning-based method to improve image quality by reducing blur effects

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

GitHub

837 stars
28 watching
211 forks
Language: Python
last commit: over 4 years ago
blurry-imagesplug-and-playpytorch-implmentionsrresnetsuper-resolution

Related projects:

Repository Description Stars
cszn/bsrgan A deep learning-based approach to super-resolution of degraded images. 1,217
cszn/srmd Develops a single convolutional network to handle various image degradations with improved scalability and efficiency 425
cszn/ircnn This project trains deep CNN denoisers to improve image restoration tasks such as deblurring and demosaicking through model-based optimization methods. 602
zzh-tech/bit Develops a deep learning-based method for deblurring images and videos from motion blur 223
swz30/mprnet A deep learning model designed to progressively restore degraded images by iteratively refining the degradation and its representation in the image 1,190
jacobgil/pytorch-zssr Unofficial PyTorch implementation of Zero-Shot Super Resolution using Deep Internal Learning from an image alone. 201
codeslake/ifan Implementation of an algorithm for single image deblurring in images with defocus blur 227
jt827859032/drrn-pytorch A PyTorch implementation of a deep learning model for super resolution 194
owenzlz/deepimageblending A PyTorch implementation of blending images by optimizing a Poisson loss with style and content loss 432
cszcwu/nrknet An implementation of a deep learning model for image deblurring using recursive kernels. 14
xlearning-scu/2022-cvpr-airnet Restores degraded images by combining multiple tasks of dehazing, denoising and deraining in a single framework 176
twtygqyy/pytorch-srresnet An implementation of a deep learning model for single image super-resolution using a generative adversarial network 486
algolzw/daclip-uir This project controls vision-language models to restore degraded images in various environments and conditions. 669
swz30/restormer Proposes an efficient neural architecture model for high-resolution image restoration tasks 1,813
kaiyangzhou/dassl.pytorch A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. 1,227