YOLO-Behaviour: A simple, flexible framework to automatically quantify animal behaviours from videos
Alex Hoi Hang Chan, Prasetia Utama Putra, Harald Thomas Schupp, Johanna Köchling, Jana Straßheim, Britta Renner, Julia Schroeder, William D. Pearse, Shinichi Nakagawa, Terry A. Burke, Michael Griesser, Andrea Meltzer, Saverio Lubrano, Fumihiro Kano
YOLOv8 detection with SORT event grouping and grid-search tuning quantifies visually distinct behaviours from video across 5 case studies, reaching f1-scores of 0.62 to 0.94.
Methods in Ecology and Evolution · Feb 12, 2025Peer-reviewedAnimal Behavior & Cognition✦ In-depth digest