driver fatigue

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• Published Subscription Original Research 10 Mar 2026

  ADAS Implementation & Drowsiness Detection in Vehicle

  By Rudraksha Makune, Namdev Girme, Anirudha Lakare, Dadasaheb Moin, Krushna Memane, Sonam Gujrathi

  Abstract: Driver fatigue is a leading cause of road accidents, especially in public and commercial transportation, posing serious risks to passenger and pedestrian safety. To address this critical safety issue effectively, this research study presents an AI-powered ADAS designed specifically for BS6-compliant buses, using real-time fatigue detection to prevent accidents. The system integrates a Raspberry Pi equipped with an AI Hat+ module to monitor driver drowsiness by detecting prolonged eye closures …

  Published in Journal of Mechatronics and Automation · Vol. 13, Issue 1, 2026 · pp. 28–36 Read article →