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In core city areas such as plazas, and event zones, people and vehicles gather intensively during peak hours, increasing the risk of congestion and stampede incidents. By using high-point panoramic video with AI crowd analysis, operators can see crowd size, density distribution, and movement trends in real time, enabling early warning, rapid response, and safer, more efficient urban operations.
The solution deploys panoramic PTZ cameras on rooftops or towers around key areas to obtain a 180°–360° bird’s-eye view. The system runs crowd-status models to count people and identify dense or abnormal regions, then overlays results on the live panorama with AR tags. When thresholds are exceeded, alerts and video are pushed to the command center, helping police and city managers quickly guide flows, adjust traffic, and prevent crowd-related accidents.
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