Demo

See it in action

Demo — pre-recorded footage, not a live feed.

Every overlay below — landmarks, AUTHORIZED/BORDERLINE/UNKNOWN labels, confidence scores — comes from the exact same detection code the live dashboard uses, run once against saved footage instead of a camera.

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Live overlay — landmarks, tier-colored labels, confidence scores — from the same detect_faces() pipeline the dashboard uses.
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