Tail-Aware Sperm Analysis for Transparent Tracking of Spermatozoa

This is the official implementation of our approach for the Medical Multimedia Task: Transparent Tracking of Spermatozoa in MediaEval2022. The MediaEval 2022 Workshop will be held 12-13 January 2023, collocated with MMM 2023 in Bergen, Norway and also online.

Update 16/01/2023: We received a distinctive mention in the 13th Annual MediaEval Workshop (MediaEval 2022) from the orgranizers of the Medico Medical Multimedia task.

Getting started

Please see the readme.md inside the source_code/ folder

Citation

If your work is inspired by this work/code, please cite our paper:

@inproceedings{huynh2022tail,
  title={Tail-Aware Sperm Analysis for Transparent Tracking of Spermatozoa.},
  author={Huynh, Tuan-Luc and Nguyen, Huu-Hung and Hoang, Xuan-Nhat and Dao, Thao Thi Phuong and Nguyen, Tien-Phat and Huynh, Viet-Tham and Nguyen, Hai-Dang and Le, Trung-Nghia and Tran, Minh-Triet},
  booktitle={MediaEval},
  year={2022}
}

Acknowledgement

This code is largely based on yolov5 and yolov7. We thank you for their amazing works.