From “Clock-In” to “Sensing”: A Touchless Attendance System Built on Edge-AI Facial Recognition Cameras
Attendance is a deceptively simple managerial act that has long been trapped in an awkward position: it is foundational enough to be unavoidable, yet it consumes a disproportionate share of time and labor; it is supposed to be objective, yet it has never fully escaped the shadows of proxy punching, favor-based clocking, and data distortion. Traditional card swipes and fingerprint scanners reduce a person to a gesture and a tag. Centralized facial recognition terminals introduce biometrics,
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