AI-powered detection of sea turtle tracks from drone footage for conservation monitoring

• 主要作者: Foo, Yock Haw
• 其他作者: Kim Hie Lim
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2025
• 主題: Computer and Information Science; Earth and Environmental Sciences; Sea turtle conservation; Oriented bounding box model (YOLO); Turtle tracks; Geospatial visualization; Model selection; Drone flight records; Hyperparameter tuning
• 在線閱讀: https://hdl.handle.net/10356/183507

Monitoring sea turtle nesting activity is crucial for marine conservation, as it helps ensure the survival of these endangered species. However, current methods rely heavily on manual identification of turtle tracks, making the process time-consuming and labor-intensive, especially over extensive...