Traffic AI: Intelligent Traffic Monitoring and Prediction System
Dec 2025 – May 2026
- Developed an AI-powered traffic monitoring and forecasting system using Computer Vision and Machine Learning.
- Implemented real-time vehicle detection with YOLOv8 and processed live traffic camera feeds using OpenCV.
- Built custom centroid-based multi-object tracking for vehicle counting and traffic flow analysis.
- Generated traffic analytics and implemented LSTM-based forecasting for 24-hour traffic prediction.
- Trained the detection model on approximately 9,800 annotated traffic images.
Tech: Python, YOLOv8, OpenCV, PyTorch, Pandas, NumPy, Machine Learning, Computer Vision, LSTM, Data Analytics