degradation-model topic
List
degradation-model repositories
CameraSR
169
Stars
30
Forks
Watchers
Camera Lens Super-Resolution in CVPR 2019
SCUNet
637
Stars
63
Forks
Watchers
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
USRNet
839
Stars
114
Forks
Watchers
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
DocCreator
112
Stars
24
Forks
Watchers
DIAR software for synthetic document image and groundtruth generation, with various degradation models for data augmentation
ARNIQA
98
Stars
3
Forks
Watchers
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
TAPE
40
Stars
1
Forks
Watchers
[WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes