Lead AI Strategy with UCSB's Agentic AI Program — Microsoft Certified
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Learn to build an AI-powered traffic analysis system using real-time object detection and tracking in this 14-minute tutorial. Explore how to create a comprehensive traffic monitoring solution that processes video input to detect and track vehicles, count traffic direction-wise, and generate automated reports. Discover the system's dashboard functionality including video upload capabilities, manual road area definition, AI-based vehicle detection and tracking, and automatic CSV and Excel report generation. Understand how this recorded video demonstration can be adapted for live camera feeds or RTSP streams to create a true real-time traffic monitoring system. Follow along with the step-by-step dashboard demonstration after learning about the project's overall architecture and working principles.
Syllabus
AI Traffic Analysis System
Taught by
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