ESTRNN
Video deblurner
An efficient RNN-based model for real-world video deblurring with a large-scale dataset and pre-trained models.
[ECCV2020 Spotlight] Efficient Spatio-Temporal Recurrent Neural Network for Video Deblurring
322 stars
4 watching
39 forks
Language: Python
last commit: over 1 year ago datasetdeblurringdeep-learningeccv2020motion-blurreal-world-datavideo-deblurring
Related projects:
Repository | Description | Stars |
---|---|---|
zzh-tech/bit | Develops a deep learning-based method for deblurring images and videos from motion blur | 225 |
huicongzhang/stdan | Deblurring algorithm for videos using a neural network | 52 |
tencentcloud/erdn | A video deblurring algorithm using a deformable convolution network. | 10 |
xuboming8/dstnet | This repository implements a deep learning-based video deblurring method using PyTorch. | 68 |
sollynoay/mmp-rnn | This project provides a deep learning-based method to estimate blur levels and deblur videos using motion magnitude | 40 |
zhihongz/infwide | A deep learning-based image deblurring method designed to handle low-light conditions | 13 |
codeslake/pvdnet | An open-source implementation of a deep learning model for video deblurring and motion estimation. | 114 |
shuochsu/deepvideodeblurring | Restores video frames to sharp clarity by predicting sharper central images from blurry input. | 192 |
cszn/ircnn | This project trains deep CNN denoisers to improve image restoration tasks such as deblurring and demosaicking through model-based optimization methods. | 602 |
lingyanruan/lakdnet | An image deblurring model that revisits the use of convolutional neural networks to improve efficiency and performance compared to transformers. | 102 |
cszcwu/nrknet | A software framework for single image deblurring using recursive kernels | 14 |
jiangsutx/srn-deblur | This repository provides a Python implementation of a deep learning-based image deblurring algorithm. | 724 |
zzh-tech/dual-reversed-rs | Reverses rolling shutter distortion in images to produce undistorted global shutter sequences | 52 |
csbhr/cdvd-tsp | A video deblurring algorithm based on temporal sharpness prior using deep learning and cascaded inference process. | 261 |
chosj95/mimo-unet | Develops a deep learning model for single image deblurring with improved performance and computational efficiency | 382 |