AI Powered Roundabout Traffic Monitoring Using YOLO and FastAPI
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โข Video Upload: Upload roundabout traffic videos for analysis.
โข Interactive Line Adjustment: Adjust entry and exit lines using the first video frame.
โข Real-Time Processing: Detect and track vehicles with YOLO and save logs.
โข Detailed Results: View and download two CSVs โ vehicle logs and traffic summaries.
โข Optimized for Accuracy: Traffic data processing using FastAPI and YOLO models.
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โข Backend: FastAPI and Python.
โข Computer Vision: YOLO for detection and tracking.
โข Deployment: GPU instance for high-speed processing.
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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.
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