AI can significantly improve road and traffic safety , as well as optimize traffic management systems . With the help of machine learning (ML), computer vision, and IoT (Internet of Things) technologies, we can develop smarter, safer, and more efficient traffic management solutions. Below are detailed explanations of how AI can be integrated into traffic safety and management systems , along with approaches for monitoring vehicles and traffic on roads . 1. AI-Powered Traffic Management System AI can help optimize traffic signals , reduce congestion , and improve overall road safety . Here's how it can be implemented: a. Dynamic Traffic Signal Control AI-based dynamic traffic signal control uses real-time data from traffic sensors, cameras, and GPS systems to adapt traffic lights based on real-time traffic flow. Traditional systems operate on fixed timings, which may not be ideal for varying traffic conditions. AI can adjust signal timings based on the density of traffic , the...