AI (Artificial Intelligence) is playing an increasingly significant role in traffic management , helping cities tackle congestion, improve road safety, and reduce environmental impact. Here's a breakdown of how AI is being used in this domain: 🔧 Applications of AI in Traffic Management 1. Smart Traffic Signals Adaptive Traffic Control Systems (ATCS) use AI to adjust signal timings in real time based on traffic flow. Reduces congestion, idling time, and emissions. 2. Traffic Flow Prediction AI models, especially using deep learning (e.g. LSTMs), predict traffic conditions based on historical and real-time data. Helps in proactive rerouting and congestion avoidance. 3. Incident Detection and Management AI-powered CCTV and sensors detect accidents, breakdowns, or anomalies faster than human operators. Enables faster emergency response and better traffic rerouting. 4. Autonomous Vehicle Coordination AI helps self-driving vehicles communicate with each...