Realtime driver drowsiness detection (Sleep detection) using facial landmarks
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
cpp code Update sleep_detection.cpp Sep 12, 2017
README.md Update README.md Sep 12, 2017
sleep_detection.py Update sleep_detection.py Sep 8, 2017
test1.jpg upload test images Sep 6, 2017
test2.jpg upload test images Sep 6, 2017

README.md

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))

  1. 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/cvw.../proceedings/papers/05.pdf