This is Drowsiness Detection System build with the help of ovencv,cnn,dlib,imutils.
This can be used by riders who tend to drive for a longer period of time that may lead to accidents
The example code is in Python (version 3.7 or higher will work).
- import cv2
- import imutils
- import dlib
- import scipy
A computer vision system that can automatically detect driver drowsiness in a real-time video stream and then play an alarm if the driver appears to be drowsy.
Each eye is represented by 6 (x, y)-coordinates, starting at the left-corner of the eye (as if you were looking at the person), and then working clockwise around the eye:.
It checks 20 consecutive frames and if the Eye Aspect ratio is less than 0.25, Alert is generated.
For more information, see