AI Powered Roundabout Traffic Monitoring Using YOLO and FastAPI by Tanveer SinghAI Powered Roundabout Traffic Monitoring Using YOLO and FastAPI by Tanveer Singh
AI Powered Roundabout Traffic Monitoring Using YOLO and FastAPI
• Video Upload: Upload roundabout traffic videos for analysis.
• Interactive Line Adjustment: Adjust entry and exit lines using the first video frame.
• Real-Time Processing: Detect and track vehicles with YOLO and save logs.
• Detailed Results: View and download two CSVs – vehicle logs and traffic summaries.
• Optimized for Accuracy: Traffic data processing using FastAPI and YOLO models.
𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗨𝘀𝗲𝗱
• Backend: FastAPI and Python.
• Computer Vision: YOLO for detection and tracking.
• Deployment: GPU instance for high-speed processing.
Like this project
Posted Nov 21, 2024
Built a YOLO and FastAPI system for roundabout traffic monitoring, featuring video upload, road entry/exit line adjustment, vehicle tracking, and CSV logs.