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[ICCV'2021] "SSH: A Self-Supervised Framework for Image Harmonization", Yifan Jiang, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Kalyan Sunkavalli, Simon Chen, Sohrab Amirghodsi, Sarah Kong, Zhangyang Wang
Download the RealHM dataset and put it on ../RealH'.
Ddownload the pretrained weight and put it on ./.
Create directory output.
Then Run the demo.ipynb.
pip install -r requirements.txt
updates
add environment file (Feb. 2022)
Bugs are fixed in the newest version (Jan. 2022)
Representative Examples
Main Pipeline
Dataset Pipeline
Citation
@inproceedings{jiang2021ssh,
title={Ssh: A self-supervised framework for image harmonization},
author={Jiang, Yifan and Zhang, He and Zhang, Jianming and Wang, Yilin and Lin, Zhe and Sunkavalli, Kalyan and Chen, Simon and Amirghodsi, Sohrab and Kong, Sarah and Wang, Zhangyang},
booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
pages={4832--4841},
year={2021}
}
About
[ICCV'2021] "SSH: A Self-Supervised Framework for Image Harmonization", Yifan Jiang, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Kalyan Sunkavalli, Simon Chen, Sohrab Amirghodsi, Sarah Kong, Zhangyang Wang