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project_vegatron-'s Introduction

Project_VegaTron- For Taqadam Make it Happen 2020

detect Drowsiness in car and truck Drivers Via computer vision and a raspberryPi

The algorithm

This is based on landmark detection using DLIB library. And then computing the EAR via this formula; and if the EAR has been lower than the ear_thresh for more than seconds_with_sub_ear it sounds the alarm also alerts the user if it can't detect their eyes.

For Developers

scripts dir. has all the Juice:

  • Drowsiness_Detection.py is the main file that does the EAR calculations
  • blink.py has all the pin def. and access functions for the LEDs and Buzzers
  • live_stream.py debug script that live streams the camera to port :5000 all the authors this work was based on are credited in their respective files

project_vegatron-'s People

Contributors

mohamedemad4 avatar

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