Physical Distancing and Mask Wearing Behavior Dataset Generator from CCTV Footages Using YOLOv8

• Main Authors: Abao, Roland P., Estuar, Ma. Regina Justina, Abu, Patricia Angela R
• Format: text
• Published: Archīum Ateneo 2023
• Subjects: CCTV data; dataset generator; mask wearing; physical distancing; YOLOv8; Computer Engineering; Electrical and Computer Engineering; Engineering
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/393; https://doi.org/10.1007/978-3-031-43129-6_29
• Institution: Ateneo De Manila University

Computer simulations using agent-based approach aimed at modeling human behavior require a robust dataset derived from actual observation to serve as ground truth. This paper details an approach for developing a movement behavior dataset generator from CCTV footages with respect to two health-relate...