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Physical-sensor curb occupancy and kerbside activity panel: self-powered, solar, wireless AI sensors retrofitted onto existing parking-sign poles (roughly 30-minute install per site, no trenching or mains power) delivering 24/7 per-bay curb occupancy, dwell time, curb demand and space-usage patterns, plus classified multi-modal vehicle and pedestrian activity counts — continuously building a live digital model of curb spaces, exposed through standardized APIs and an annual-subscription analytics dashboard for transport, planning, police and city administration
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