Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by cszn
A curated list of projects in awesome lists by cszn .
https://github.com/cszn/KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet
Last synced: 30 Jul 2024
https://github.com/cszn/DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
image-denoising jpeg-deblocking keras-tensorflow matconvnet pytorch residual-learning super-resolution
Last synced: 01 Aug 2024
https://github.com/cszn/USRNet
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
bicubic-kernels blur-kernels deblurring degradation-model end-to-end-learning gaussian-kernel generalizability motion-kernel noise-levels scale-factors sisr super-resolution unfolding-algorithm
Last synced: 30 Jul 2024
https://github.com/cszn/FFDNet
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)
cnn convolutional-neural-network deep-learning image-denoising image-restoration
Last synced: 01 Aug 2024
https://github.com/cszn/SRMD
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
cnn deep-learning denoising image-degradation matconvnet matlab non-blind regression sisr super-resolution
Last synced: 30 Jul 2024