Live Monitor

Camera offline — press Start to begin

Camera feed — MediaPipe pose detection — fps

Camera not started

Click "Start camera" to begin monitoring

Persons in frame

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Wrists elevated

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Detected poses

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Threat score

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Threat level 0%

SafeCautionDanger

Trigger conditions

Wrists elevated above shoulder line

Aggressive pose detected (Punch / Kick / Guard / Grab)

2 or more persons in frame

Aggressive pose held for N consecutive frames

Alert Log

All dispatched notifications and system events

Settings

Configure alert thresholds and email dispatch

Detection thresholds

Threat score to trigger alert 65%

Frames required before alert 15 frames

Wrist elevation threshold (relative to shoulder) 0.05

Email alert dispatch

Sender email (Gmail)

App password

Recipient email

⚠ Email dispatch requires the Python backend (backend/server.py). The frontend will call POST /api/alert with alert details when a fight is detected.

Skeleton display

Show pose skeleton overlay

Highlight wrists in orange

Play alert sound

Mirror camera feed