Operator Fatigue
3 videos · Detects closed eyes, yawning and signs of drowsiness in real time
About this solution
Facial monitoring of drivers and operators to identify signs of fatigue and microsleep — eyes closed for a prolonged time, rising PERCLOS, frequent yawning — sounding alarms and notifying the control room before an accident happens.
- 1The face mesh (468 points) is computed on every frame.
- 2The EAR (Eye Aspect Ratio) measures eye openness with a per-person adaptive threshold.
- 3PERCLOS indicates the percentage of time with eyes closed (NHTSA standard for drowsiness).
- 4MAR detects yawns; the combination of signals determines alert, fatigued or drowsy.
Benefits
- Prevents accidents caused by drowsiness — up to 20% of serious road accidents.
- Immediate alerts at the workstation and in the monitoring center.
- Fatigue metrics by shift for working-hours management.
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