lightbulbPractical problemCycling Safety Detection and Alerts
Cyclists lack real-time safety prompts; existing systems are too complex or not directly applicable.UbiComp '21Vision-Based Scene Analysis: Detecting Hazardous Cycling Behaviors Using Smartphones