Abstract: To improve road safety by lowering accidents brought on by driver drowsiness, this initiative introduces an anti-sleep alert for drivers. The gadget uses real-time monitoring to detect early signs of fatigue and promptly alerts the driver using a combination of sound and vibration signals. Advanced sensors are used by the anti-sleep alert system to track behavioural and physical signs of driver drowsiness, including head movement, blink rate, and facial expressions. The system evaluates these factors in real-time using machine learning algorithms to accurately identify tiredness. The alarm instantly sounds when it detects indicators of weariness, keeping the driver awake before crucial concentration lapses take place.

Keywords: anti-sleep alert, blink rate, driver drowsiness, blink rate, drivers.

Downloads: | DOI: 10.17148/IJIREEICE.2025.131146