Live Traffic Monitoring System
Real-time vehicle classification, counting, and visualization using YOLOv8.
- Duration: October 2022 – December 2022
- Technologies: Python, Plotly, YOLOv8, PyTorch
Highlights
- Designed a computer-vision system to classify and count cars, buses, and two-wheelers from image streams sampled every 10 seconds.
- Developed real-time data fetching and supported three YOLOv8 model sizes for different latency requirements.
- Built a dashboard to visualize traffic-management insights.