For my sophomore year project, I developed a Smart Traffic Monitoring system using a Raspberry Pi, camera, YOLO (You Only Look Once) for real-time object detection, Firebase for data storage, and a Power BI dashboard for analytics, complemented by a mobile app for user accessibility.
Key Components:
- Raspberry Pi & Camera: The core of the system captures live traffic footage.
- YOLO Object Detection: This AI model detects vehicles and pedestrians, enabling dynamic traffic signal adjustments.
- Firebase: Used for cloud storage and data management, allowing easy access and updates.
- Power BI Dashboard: Visualizes traffic data, providing insights into vehicle counts, peak times, and traffic flow.
- Mobile App: Designed for users to monitor traffic conditions on the go with live updates.