7 results found Sort:

cszn
KAIR cszn
606
2.8k
mit
45
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
dpsr sisr srmd dncnn flops bsrgan esrgan ffdnet swinir usrnet pytorch toolbox denoising deep-learning super-resolution image-restoration
Created 2019-12-15
415 commits to master branch, last one 2 months ago
cszn
USRNet cszn
114
840
unknown
39
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
sisr deblurring blur-kernels noise-levels motion-kernel scale-factors bicubic-kernels gaussian-kernel generalizability super-resolution degradation-model end-to-end-learning unfolding-algorithm
Created 2020-02-28
204 commits to master branch, last one 10 months ago
HasnainRaz
Fast-SRGAN HasnainRaz
115
649
mit
18
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
cnn tf2 gans sisr srgan tf-keras upsample fastsrgan tensorflow tensorboard neural-network residual-blocks resolution-image super-resolution artificial-intelligence realtime-super-resolution single-image-super-resolution generative-adversarial-network
Created 2019-10-20
36 commits to master branch, last one about a year ago
cszn
SRMD cszn
80
420
unknown
14
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
cnn sisr matlab denoising non-blind matconvnet regression deep-learning super-resolution image-degradation
Created 2017-12-17
34 commits to master branch, last one 2 years ago
wmylxmj
Anime-Super-Resolution wmylxmj
33
140
mit
3
动漫图片超分辨率（SISR）——基于WDSR (2019-4-30)
cnn sisr wdsr anime keras deep-learning computer-vision super-resolution
Created 2019-04-30
74 commits to master branch, last one 3 years ago
RaoUmer
SRResCGAN RaoUmer
16
94
mit
8
Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).
sisr cvpr2020 ntire2020 real-world super-resolution residual-learning convex-optimization deep-neural-networks discriminative-learning
Created 2020-04-09
97 commits to master branch, last one about a year ago
amanchadha
FRVSR-GAN amanchadha
12
56
gpl-3.0
4
A Novel Approach to Video Super-Resolution using Frame Recurrence and Generative Adversarial Networks | Python3 | PyTorch | OpenCV2 | GANs | CNNs
cnn gan cnns gans psnr sisr ssim srgan opencv python python3 pytorch frvsr-gan adjacent-frames frame-recurrence super-resolution video-super-resolution recurrent-neural-network convolutional-neural-networks generative-adversarial-network
Created 2019-11-03
55 commits to master branch, last one 4 years ago