gcv9htd / driver-drowsiness-detection-with-alarm-system Goto Github PK

View Code? Open in Web Editor NEW

Nowadays, more and more professions require long-term concentration. Drivers must keep a close eye on the road, so they can react to sudden events immediately. Driver fatigue often becomes a direct cause of many traffic accidents. Therefore, there is a need to develop the systems that will detect and notify a driver of her/him bad psychophysical condition, which could significantly reduce the number of fatigue-related car accidents. However, the development of such systems encounters many difficulties related to fast and proper recognition of a driver’s fatigue symptoms. One of the technical possibilities to implement driver drowsiness detection systems is to use the vision-based approach. Here we are detecting the driver drowsiness by estimating the vision system of him.

Python 100.00%

driver-drowsiness-detection-with-alarm-system's Introduction

Driver-Drowsiness-Detection-with-alarm-system

Noadays, more and more professions require long-term concentration. Drivers must keep a close eye on the road, so they can react to sudden events immediately. Driver fatigue often becomes a direct cause of many traffic accidents. Therefore, there is a need to develop the systems that will detect and notify a driver of her/him bad psychophysical condition, which could significantly reduce the number of fatigue-related car accidents. However, the development of such systems encounters many difficulties related to fast and proper recognition of a driver’s fatigue symptoms. One of the technical possibilities to implement driver drowsiness detection systems is to use the vision-based approach. Here we are detecting the driver drowsiness by estimating the vision system of him.

Libraries Used:

from scipy.spatial import distance from imutils import face_utils
import imutils
import dlib
import cv2
from playsound import playsound

Recommend Projects

gcv9htd / driver-drowsiness-detection-with-alarm-system Goto Github PK