Day: September 1, 2026

AI fatigue detection in fleet vehicles uses an infrared driver-facing camera and onboard neural network to monitor eye closure duration, blink frequency, head position, and microsleep patterns in real time triggering an in-cab audio or vibration alert within 2 to 3 seconds of detecting a fatigue event. For UAE desert route operations, where monotonous driving and extreme heat accelerate fatigue onset significantly earlier than temperate-market benchmarks, real-time AI detection is the only reliable safeguard against microsleep events at highway speed.