Skip to content

Realtime driver drowsiness detection (Sleep detection) using facial landmarks

Notifications You must be signed in to change notification settings

tahaemara/sleep-detection

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

25 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Sleep detection

This repository contains two app for driver drowsiness detection via eye monitoring being it closed or opened.

  1. Python code: Simple app to detect the status of eye being it closed or opened (sleep_detection.py (test1.jpg and test2.jpg are for testing))

  2. C++ code: Realtime sleep detection (cpp code/sleep_detection.cpp)

Prerequisites

  1. Install Opencv3 for realtime sleep detection (C++ code).
  2. Install Python.
  3. Install Dlib and its dependencies https://github.com/davisking/dlib .

For more info : http://emaraic.com/blog/realtime-sleep-detection

Realtime Driver Drowsiness Detection (Sleep Detection)

https://www.youtube.com/watch?v=DxHW8f6ryHQ

IMAGE ALT TEXT HERE

References

Real-Time Eye Blink Detection using Facial Landmarks by Tereza Soukupova and Jan Cech

https://vision.fe.uni-lj.si/cvww2016/proceedings/papers/05.pdf

About

Realtime driver drowsiness detection (Sleep detection) using facial landmarks

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published