https://github.com/affromero/android_blinkdetection

Repository for Classification of Open/Closed eyes for Android devices
https://github.com/affromero/android_blinkdetection

android android-app android-application android-library blink-detection-algorithm closed-eyes drowsiness-detection drowsy-driver-warning-system eye-detection eyes face java opencv opencv-python opencv4android

Last synced: about 2 months ago
JSON representation

Repository for Classification of Open/Closed eyes for Android devices

• Host: GitHub
• URL: https://github.com/affromero/android_blinkdetection
• Owner: affromero
• Created: 2015-07-13T14:55:54.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2016-04-18T14:43:09.000Z (almost 9 years ago)
• Last Synced: 2023-03-02T21:32:58.025Z (almost 2 years ago)
• Topics: android, android-app, android-application, android-library, blink-detection-algorithm, closed-eyes, drowsiness-detection, drowsy-driver-warning-system, eye-detection, eyes, face, java, opencv, opencv-python, opencv4android
• Language: Java
• Homepage:
• Size: 8.5 MB
• Stars: 22
• Watchers: 1
• Forks: 13
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
## OpenCV-Projects 

# it has code and APK for binary classification of Open/Closed eyes.

This work is developed in *3* stages in order to classify Open/Closed Eyes.

For each frame, let's say:

![](ScreeShots/org.png)

1. Face detection - *LBP* it is performed:

![](ScreenShots/face.png)

- Then changing ROI

![](ScreenShots/face_cropped.png)

- Then both eyes are located according to geometry of the face

![](ScreenShots/Eyes_Geometry.png)

- Now changing ROI for each eye

Left Eye

![](ScreenShots/Left_Eye.png)

Right Eye

![](ScreenShots/Right_Eye.png)

2. Eye detection - *Haar* it is performed (Different detector for each one), and we got:

    Left Eye

![](ScreenShots/Left_Eye_Haar.png)

    Right Eye

![](ScreenShots/Right_Eye_Haar.png)

3. Binary classification according to both eyes:

![](ScreenShots/open.png)

![](ScreenShots/closed.png)