SmartTraffic AI is an AI-powered traffic management system designed to optimize traffic flow, detect incidents, predict congestion, and identify traffic violations. It uses advanced machine learning models, including reinforcement learning for traffic light control, CNNs for accident detection, and LSTMs for congestion forecasting.
✅ AI-powered traffic light optimization
✅ Real-time traffic violation detection
✅ Congestion prediction and anomaly detection
✅ Backend with Django, Kafka, and TensorFlow Serving
✅ Scalable deployment with Docker and Kubernetes
Check the docs for installation and API usage. 🚦🚀