DeepUnrollNet
Image rectifier
A deep learning network designed to correct rolling shutter distortions in images
Deep Shutter Unrolling Network
45 stars
2 watching
6 forks
Language: Python
last commit: 6 months ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 irvlab/unrolling | A Python project that uses IMU data to correct rolling shutter distortion in single-view images | 18 |
 atiyo/deep_image_prior | Reconstructs images using untrained neural networks to manipulate and transform existing images | 215 |
 wasidennis/deepharmonization | Reimplements a deep learning model to harmonize images from different illumination conditions | 150 |
 reinhardh/supplement_deep_decoder | A Python codebase for generating images from few parameters using an untrained non-convolutional deep neural network. | 96 |
 invokerer/deeprft | Develops deep learning-based methods for removing blur and defocus from images | 244 |
 zzh-tech/estrnn | An efficient RNN-based model for real-world video deblurring with a large-scale dataset and pre-trained models. | 318 |
 warrengreen/srcnn | Software for enhancing satellite images through deep learning techniques | 76 |
 vinthony/depth-distillation | Develops a method to automatically detect and estimate defocus blur in images using depth distillation | 66 |
 jiangsutx/srn-deblur | This repository provides a Python implementation of a deep learning-based image deblurring algorithm. | 719 |
 deepmed-lab-ecnu/deeprft-aaai2023 | A deep learning-based image deblurring system that explores the impact of frequency selection on restoration quality | 18 |
 ethanhe42/u-net | A convolutional neural network architecture for biomedical image segmentation | 426 |
 minyuanye/siun | This project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture | 162 |
 nitishsrivastava/deepnet | A collection of GPU-accelerated deep learning algorithms implemented in Python | 895 |
 cszcwu/nrknet | Deblurring software for correcting image defects caused by camera defocus | 14 |
 chosj95/mimo-unet | Develops a deep learning model for single image deblurring with improved performance and computational efficiency | 373 |