Keywords Shadow detection · Global/local shadow understanding · Region-based shadow analysis
This work was done in 2021.
Download model weights and put into folder "models"
SBU: https://drive.google.com/file/d/1TY8O5F9GPB0Zv7CxQoAUaqQTbJFLdb6a/view?usp=sharing
ISTD: https://drive.google.com/file/d/1tc6WpmlAwZTg7aJL18moz2bBn9Rxves0/view?usp=sharing
We provide a demo in jupyter notebook format "demo.ipynb". Start the jupyter-lab and run all cells for a quick start!
- configurate "config.py"
- run "infer.py"
BER Score:
SBU: 3.04
UCF: 7.75
ISTD: 1.33
If you want to train our model, please refer to other/train_script.rar for details (todo: make it better for revision).
- After the inference, set the tool/config.py
- Run "cd tool; python start.py"
If you find our work is helpful, cite and star it! Thanks!
@misc{guan2024delving,
title={Delving into Dark Regions for Robust Shadow Detection},
author={Huankang Guan and Ke Xu and Rynson W. H. Lau},
year={2024},
eprint={2402.13631},
archivePrefix={arXiv},
primaryClass={cs.CV}
}