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

• المؤلف الرئيسي: Foo, Yock Haw
• مؤلفون آخرون: Kim Hie Lim
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2025
• الموضوعات: 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
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/183507
• المؤسسة: Nanyang Technological University

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...