The document explains that cities face long commutes, rising accidents, and limited real-time traffic insights. Quantiphi’s Smart Traffic Monitoring System uses AI to track vehicle turning movements, detect near-miss incidents to identify accident hotspots, monitor pedestrian jaywalking, and analyze loading-zone usage. These capabilities help optimize traffic flow, reduce road fatalities, and improve residents’ quality of life. The solution is powered by NVIDIA Metropolis, Triton, and TensorRT for high-performance video analytics and scalable deployment across urban transportation networks.

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