Date of Publication :8th May 2024

Abstract:Abstract— Distracted driving and driving while feeling sleepy are reasons, behind traffic accidents causing fatalities every year. This study suggests a system based on learning that uses cameras inside vehicles to accurately detect instances of distracted and drowsy driving in real time. The system examines expressions, hand movements and head positions to identify indicators of distraction and drowsiness such as using phones while driving, yawning, frequently changing lanes and not paying attention to the road. By implementing this system in vehicles, we have the potential to increase awareness, about driving practices take actions when needed and ultimately prevent accidents.

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