Ambulance Optimal Routine Path Detection Using Folium and Polygonal Path Finding

This paper proposes an efficient ambulance routing solution using the polygonal path finding algorithm and the folium library. By integrating real-time ambulance location tracking with GIS data, it optimizes ambulance routes to reduce response times and enhance emergency medical services. The folium library visualizes GIS data, aiding in ambulance allocation based on road conditions and hospital accessibility. The polygonal path finding method considers variables like distance, traffic, and road conditions to determine the shortest routes. Evaluation on real data confirms reduced response times. Real-time ambulance tracking ensures continuous route adaptation to traffic and road changes. This research streamlines ambulance routes, improving emergency care and potentially saving lives, highlighting the benefits of advanced technologies in emergency management.