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drowsy-driver's Introduction

Drowsiness & Yawn detection

Drowsiness and Yawn detection to alert drivers.

Dependencies

  1. Python 3
  2. opencv
  3. dlib
  4. imutils
  5. scipy
  6. numpy
  7. argparse
  8. pyttsx3

Setup

  • Anaconda installation(Ignore if already installed): Click Here

  • Proceed to terminal and create a virtual environment: conda create -n virenv

  • Activate virtual environment: conda activate virenv

  • Install dependencies: pip install -r requirements.txt

  • Install dlib(CPP package): conda install -c conda-forge dlib

Run

python main.py --webcam 0	//For external webcam, use the webcam number accordingly

Settings

Change the threshold values according to distance from camera

EYE_AR_THRESH = 0.3
EYE_AR_CONSEC_FRAMES = 30
YAWN_THRESH = 10`	//change this according to the distance from the camera

Authors

Rudrajit Choudhuri

drowsy-driver's People

Contributors

rudrajit1729 avatar

Watchers

James Cloos avatar  avatar

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