EDVR
Restoration toolkit
A PyTorch-based toolbox for image and video restoration and enhancement tasks
Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.
2k stars
57 watching
314 forks
Language: Python
last commit: about 5 years agobasicsredvrpytorch
Related projects:
| Repository | Description | Stars |
|---|---|---|
| A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,236 | |
| Restores degraded images by combining multiple tasks of dehazing, denoising and deraining in a single framework | 176 | |
| An implementation of a deep learning model for restoring images in various conditions | 817 | |
| A Python framework for building deep learning models with optimized encoding layers and batch normalization. | 2,044 | |
| A PyTorch-based toolbox for building and training semantic segmentation models | 408 | |
| This project controls vision-language models to restore degraded images in various environments and conditions. | 673 | |
| This repository implements a deep learning-based video deblurring method using PyTorch. | 68 | |
| Provides a PyTorch implementation of several computer vision tasks including object detection, segmentation and parsing. | 1,191 | |
| Reimplements MobileNet-V2 and IGCV3 using PyTorch for efficient deep learning. | 19 | |
| PyTorch implementation of video captioning, combining deep learning and computer vision techniques. | 402 | |
| A PyTorch implementation of an image super-resolution model based on dense skip connections. | 119 | |
| PyTorch implementation of guided visual search mechanism for multimodal LLMs | 541 | |
| A PyTorch-based framework for building and training deep learning models in computer vision. | 47 | |
| A collection of utility functions to extend PyTorch functionality | 50 | |
| Reproduces ResNet-V3 with PyTorch for computer vision tasks | 511 |