• S.Ragavarthini
• M.HemaLatha
• M.Nivetha
• G.MuthuSarika

Driver fatigue is a main reason of road accidents, posing good sized risks to each drivers and pedestrians. The intelligent motive force monitoring system is an IoT-based answer designed to detect driving force drowsiness in actual time using superior sensor generation and gadget studying algorithms. The system includes a camera module, Raspberry Pi, and facial recognition software to monitor eye movements, blinking patterns, and the frequency of yawning. by using leveraging pc imaginative and prescient and IoT connectivity, the machine constantly analyzes motive force conduct and triggers an alert mechanism (buzzer, LED, or voice alert) whilst signs and symptoms of fatigue are detected. The proposed solution enhances road safety by using presenting instantaneous remarks to the motive force, lowering coincidence risks. The gadget's performance is proven through real-time simulations and hardware implementation, demonstrating its effectiveness in detecting drowsiness with high accuracy.

"Intelligent Driver Monitoring System-Iot Based ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 4, page no.n663-n669, April-2025, Available :http://www.jetir.org/papers/JETIR2504D81.pdf

"Intelligent Driver Monitoring System-Iot Based ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 4, page no. ppn663-n669, April-2025, Available at : http://www.jetir.org/papers/JETIR2504D81.pdf