Proceedings of the International Display Workshops Volume 30 (IDW '23)
Dec 6 - Dec 8, 2023TOKI MESSE Niigata Convention Center
Proceedings of the International Display Workshops Volume 30 (IDW '23)
Dec 6 - Dec 8, 2023TOKI MESSE Niigata Convention Center
[ISTp1-2]Development of Goose Pool Stay Duration Evaluation System Based on Deep Learning Technology
*Shuo Ching Sun1, Zi-Heng Jian1, Yao-Chuan Tsai1(1. National Chung Hsing University (Taiwan))
Keywords:
YOLO v4,deep learning,goose,tracking
In this study, we developed a geese duration evaluation system using YOLO detection and tracking algorithms. The experimental result indicated that the trained detection model achieves excellent precision and recall rates of 94.6% and 84.1%. Also, the tracking algorithm achieves a tracking accuracy of 87%, enabling timely measurements for farmers