All beneficiariesorganizationMunicipal Emergency ServicesIdeas that could help Municipal Emergency ServicesReal-Time Urban Incident Alert SystemAn automated monitoring tool that uses YOLOv8 and Deep-SORT to detect and alert city operators of traffic accidents or illegal vehicle activities in real-time.Why it helps: Enables faster dispatch of ambulances and police to incident sites without waiting for a 911 call.