Advanced Helmet Detection System using Deep Learning for Road Safety Enhancement

Abstract

Road safety is a pressing global issue, with millions of lives lost or injured annually in road accidents. Among vulnerable road users, two-wheeler riders face particularly high risks due to their exposure to traffic hazards and lack of protective barriers. Helmets stand as a critical safety measure in mitigating the severity of injuries and fatalities in motorcycle and bicycle accidents.