LIVE CAMERA TEST
A clearer view of movement.
Start your camera to see body tracking and experimental fall detection.
Your camera, your device.
No video is uploaded or recorded.
Camera access starts only when you choose.
Optional room tuning
Detection starts without marking the room. If lying on a bed or sofa causes unwanted warnings, add an exclusion. You can also limit posture checks to a floor region. Regions last only for this session.
Start the camera. Room marking is optional.
This is an experimental model prediction. Check on the person; it is not a confirmed emergency.
Detection diagnostics · why no warning?
Posture labels and movement warnings are experimental rules separate from the trained classifier. Raw scores are not probabilities. Lying is not proof of floor contact or a fall. Neither check proves safety.
Private by design
Camera frames and predictions stay in this browser. No recordings, accounts, analytics, or remote alerts.
Keep this page open
Switching tabs, locking your phone, or leaving this page stops the camera. This is not unattended monitoring.
Detection is not yet validated
Uses the MIT HumanFallDetection classifier with a browser pose adapter. Do not rely on it as an emergency service.