The code is implemented based on https://github.com/open-mmlab/mmdetection.
The main change is located in mmdet/models/dense_heads/rpn_head_nwd.py.
./train.sh
The dataset AcneSCU could be accessed on：
https://pan.baidu.com/s/1dgu2KOEcfwjTYoWalxdIHA
(Verification code: afia)
Please note that AcneSCU can only be used for non-commercial use. Commercial use is prohibited without the authors' permission.
If you use any part of this code or dataset in your research, please cite our paper:
@article{zhang2023sa,
title={SA-RPN: A Spacial Aware Region Proposal Network for Acne Detection},
author={Zhang, Jianwei and Zhang, Lei and Wang, Junyou and Wei, Xin and Li, Jiaqi and Jiang, Xian and Du, Dan},
journal={IEEE Journal of Biomedical and Health Informatics},
year={2023},
publisher={IEEE}
}