A real-time Driver Drowsiness Detection System built using Python, OpenCV, MediaPipe, and Django. The system monitors the driver's eyes through a webcam and detects drowsiness based on eye movement ...

A real-time driver drowsiness detection system built in Python using computer-vision techniques: monitors facial landmarks and eye state via webcam, and triggers an alert when prolonged eye closure or ...

Abstract: Driver drowsiness is a critical contributor to road accidents globally, with significant fatalities reported in India due to sleep-deprived driving. This paper presents a costeffective, real ...

This research presents a Driver Drowsiness Detection System (DDDS) that uses a Convolutional Neural Network (CNN) to improve road safety. The system uses a vast dataset of 97,860 images from the ...