Introduction

The code is implemented based on https://github.com/open-mmlab/mmdetection.

Change

The main change is located in mmdet/models/dense_heads/rpn_head_nwd.py.

Train

./train.sh

Dataset

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.

Citation

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}
}