PVDNet
Video deblurring model
An open-source implementation of a deep learning model for video deblurring and motion estimation.
[TOG 2021] Official PyTorch Implementation for "Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes"
114 stars
8 watching
22 forks
Language: Python
last commit: over 1 year ago deep-learningpytorchvideo-deblurring
Related projects:
| Repository | Description | Stars |
|---|---|---|
| codeslake/realtime_vdblr | An official implementation of a PyTorch-based video deblurring algorithm using motion compensation | 51 |
| codeslake/ifan | Implementation of an algorithm for single image deblurring in images with defocus blur | 228 |
 xuboming8/dstnet | This repository implements a deep learning-based video deblurring method using PyTorch. | 68 |
 themathgeek13/stdeblur | A PyTorch implementation of spatiotemporal deblurring using adversarial learning | 18 |
 visinf/deblur-devil | Develops techniques for restoring sharpness and clarity to blurry videos using deep learning | 17 |
 chosj95/mimo-unet | Develops a deep learning model for single image deblurring with improved performance and computational efficiency | 382 |
 huicongzhang/stdan | Deblurring algorithm for videos using a neural network | 52 |
 pp00704831/banet-tip-2022 | A PyTorch implementation of an attention network for dynamic scene deblurring | 37 |
 hdcvlab/deblurring-by-realistic-blurring | A Python implementation of a deblurring model using realistic blurring techniques. | 63 |
 lingyanruan/lakdnet | An image deblurring model that revisits the use of convolutional neural networks to improve efficiency and performance compared to transformers. | 102 |
 hyeongseokson1/kpac | An implementation of a deep learning model for deblurring images affected by defocus. | 58 |
 csbhr/cdvd-tsp | A video deblurring algorithm based on temporal sharpness prior using deep learning and cascaded inference process. | 261 |
 invokerer/deeprft | Deblurring technique using deep learning and Fourier transformation to remove image blur | 248 |
 zzh-tech/estrnn | An efficient RNN-based model for real-world video deblurring with a large-scale dataset and pre-trained models. | 322 |
| lingyanruan/drbnet | An implementation of an image deblurring algorithm using light field technology and deep learning techniques. | 110 |