Yusuf, M.A. et al. 2025. Advancing Public Safety with Real-Time Life Jacket Detection and Demographic Profiling Using YOLOv8 and Age Classification. EAI Endorsed Transactions on AI and Robotics. 4, (Sep. 2025). DOI:https://doi.org/10.4108/airo.9785.