Introduction: A ceiling-embedded people counting system delivers real-time foot traffic insights, integrating with retail platforms to optimize staffing, promotions, occupancy compliance, and functions. Many retail managers deal with the discouraging problem of juggling numerous issues: incomplete visibility into foot traffic, inefficient staff me