Drowsiness Dectection

An Alert System for Drowsiness Detection with OpenCV

[x] With real time data cloud analysis using Thingspeak Cloud.

[x] With real time SMS alerts using Twilio SMS APIs.

[x] With real time monitoring android app using MIT app inventor.

Usage

Install all necessary packages using commands below.

pip install cmake
pip install dlib
pip install playsound
pip install twilio
pip install opencv-python
pip install requests-futures

Replace API keys of thingspeak and twilio as mentioned in code.

For Color screen preview Run: python detect_drowsiness1.py --shape-predictor shape_predictor_68_face_landmarks.dat --alarm alarm.wav

For Grayscale screen preview Run: python detect_drowsiness2.py --shape-predictor shape_predictor_68_face_landmarks.dat --alarm alarm.wav

NOTE: Use Anaconda Promt.

For Android app import .aia file to your MIT app inventor platform,replace thingspeak API keys in building blocks Web section and build .apk file.

Credits

Thanks to Adrian Rosebrock for OpenCV source code : https://www.pyimagesearch.com/2017/05/08/drowsiness-detection-opencv/