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

839 stars
28 watching
211 forks
Language: Python
last commit: about 6 years ago
blurry-imagesplug-and-playpytorch-implmentionsrresnetsuper-resolution

Related projects:

RepositoryDescriptionStars
cszn/bsrganA deep learning-based approach to super-resolution of degraded images.1,222
cszn/srmdDevelops a single convolutional network to handle various image degradations with improved scalability and efficiency427
cszn/ircnnThis project trains deep CNN denoisers to improve image restoration tasks such as deblurring and demosaicking through model-based optimization methods.602
zzh-tech/bitDevelops a deep learning-based method for deblurring images and videos from motion blur225
swz30/mprnetA deep learning model designed to progressively restore degraded images by iteratively refining the degradation and its representation in the image1,197
jacobgil/pytorch-zssrUnofficial PyTorch implementation of Zero-Shot Super Resolution using Deep Internal Learning from an image alone.201
codeslake/ifanImplementation of an algorithm for single image deblurring in images with defocus blur228
jt827859032/drrn-pytorchA PyTorch implementation of a deep learning model for super resolution194
owenzlz/deepimageblendingA PyTorch implementation of blending images by optimizing a Poisson loss with style and content loss435
cszcwu/nrknetA software framework for single image deblurring using recursive kernels14
xlearning-scu/2022-cvpr-airnetRestores degraded images by combining multiple tasks of dehazing, denoising and deraining in a single framework176
twtygqyy/pytorch-srresnetAn implementation of a deep learning model for single image super-resolution using a generative adversarial network487
algolzw/daclip-uirThis project controls vision-language models to restore degraded images in various environments and conditions.673
swz30/restormerProposes an efficient neural architecture model for high-resolution image restoration tasks1,845
kaiyangzhou/dassl.pytorchA PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision.1,236