DPDNet (Retrained Version)
This repository contains the retrained version of DPDNet when adopting the training strategy in the following paper:
Learning to Deblur using Light Field Generated and Real Defocused Images
Lingyan Ruan*, Bin Chen*, Jizhou Li, Miuling Lam (* equal contribution)
IEEE Computer Vision and Pattern Recognition (CVPR Oral) 2022
The orignial DPDNet can be found Here .
Code Here
Prerequisites
Notes: the code may also work with other library versions that didn't specify here.
Table 4 in our main paper.
1. Installation
Clone this project to your local machine
$ git clone https://github.com/lingyanruan/DPDNet.git
$ cd DPDNet
2. Pre-trained models
Download and unzip pretrained weights under ./ModelCheckpoints/
:
3. Datasets
Download and unzip test sets DPDD under folder ./DPD/
4. Command Line
python main.py
Contact
Should you have any questions, please open an issue or contact me [email protected]
License
This software is being made available under the terms in the LICENSE file.