Edge-AI Perception Node for Cooperative Road-Safety Enforcement and Connected-Vehicle Integration

Shree Charran R, Rahul Kumar Dubey

Rapid motorization in emerging economies such as India has created severe enforcement asymmetries, with over 11 million recorded violations in 2023 against a human policing density…