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.

GitHub

2k stars
57 watching
314 forks
Language: Python
last commit: about 5 years ago
basicsredvrpytorch

Related projects:

RepositoryDescriptionStars
kaiyangzhou/dassl.pytorchA PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision.1,236
xlearning-scu/2022-cvpr-airnetRestores degraded images by combining multiple tasks of dehazing, denoising and deraining in a single framework176
zhendongwang6/uformerAn implementation of a deep learning model for restoring images in various conditions817
zhanghang1989/pytorch-encodingA Python framework for building deep learning models with optimized encoding layers and batch normalization.2,044
media-smart/vedasegA PyTorch-based toolbox for building and training semantic segmentation models408
algolzw/daclip-uirThis project controls vision-language models to restore degraded images in various environments and conditions.673
xuboming8/dstnetThis repository implements a deep learning-based video deblurring method using PyTorch.68
openseg-group/openseg.pytorchProvides a PyTorch implementation of several computer vision tasks including object detection, segmentation and parsing.1,191
xxradon/igcv3-pytorchReimplements MobileNet-V2 and IGCV3 using PyTorch for efficient deep learning.19
xiadingz/video-caption.pytorchPyTorch implementation of video captioning, combining deep learning and computer vision techniques.402
wxywhu/srdensenet-pytorchA PyTorch implementation of an image super-resolution model based on dense skip connections.119
penghao-wu/vstarPyTorch implementation of guided visual search mechanism for multimodal LLMs541
donnyyou/pytorchcvA PyTorch-based framework for building and training deep learning models in computer vision.47
mrdrozdov-github/pytorch-extrasA collection of utility functions to extend PyTorch functionality50
prlz77/resnext.pytorchReproduces ResNet-V3 with PyTorch for computer vision tasks511