KAIR
by cszn
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
AI summary
Image restoration toolkit
Image restoration toolbox with training and testing codes for various deep learning-based methods
- stars
- 3K
- forks
- 636
- watching
- 47
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Image resolver
Provides a PyTorch implementation of single image super-resolution
Image Restoration Library
This project trains deep CNN denoisers to improve image restoration tasks such as deblurring and demosaicking through model-based optimization methods.
Visual feature learner
A PyTorch implementation of a self-supervised learning method for learning robust visual features without supervision.
Deblurring system
An image deblurring system using Generative Adversarial Networks (GANs) to restore sharpness from blurry images.
Image sharpener
A deep learning-based method to improve image quality by reducing blur effects
xinntao/esrgan6.1K
Image restorer
Software implementation of enhanced image restoration algorithm using Generative Adversarial Networks
Image restorer
Restores degraded images by combining multiple tasks of dehazing, denoising and deraining in a single framework
Computer Vision Toolkit
A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision.
Image translator
A Python implementation of an image-to-image translation model for generating diverse images across multiple domains.
Image Colorizer
A system for automatically colorizing black and white images with user interactions.
Deep learning book adaptation
An open-source implementation of the popular book 'Dive Into Deep Learning' in PyTorch
PyTorch Models
Provides pre-trained PyTorch models for various computer vision tasks and datasets.
Image restoration network
Develops a single convolutional network to handle various image degradations with improved scalability and efficiency
Image generator
An implementation of DALL-E 2's text-to-image synthesis neural network in PyTorch
yangxy/gpen2.5K
Face restoration tool
An open-source software project that develops and provides tools for restoring degraded faces in images using Generative Pre-trained Networks.
Featured in 1 awesome list
Each link jumps to the spot where the list mentions KAIR.
