Drowsiness Detection OpenCV
This code can detect your eyes and alert when the user is drowsy.
Applications
This can be used by riders who tend to drive for a longer period of time that may lead to accidents
Code Requirements
The example code is in Python (version 2.7 or higher will work).
Dependencies
- import cv2
- import immutils
- import dlib
- import scipy
Description
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.
Algorithm
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:.
Condition
It checks 20 consecutive frames and if the Eye Aspect ratio is lesst than 0.25, Alert is generated.
Relationship
Summing up
For more information, see
Working Example
Execution
To run the code, type python Drowsiness_Detection.py
python Drowsiness_Detection.py