Introduction: A ceiling-embedded persons counting method delivers genuine-time foot visitors insights, integrating with retail platforms to optimize staffing, promotions, occupancy compliance, and functions. Many retail professionals encounter the disheartening obstacle of juggling multiple difficulties: incomplete visibility into foot website tra