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