Driver-Drowsiness-Detection

Applications 🎯

This can be used by riders who tend to drive for a longer period of time that may lead to accidents

Description 📌

A computer vision system that can automatically detect driver drowsiness in a real-time video stream and then play an alarm if the driver appears to be drowsy

Packages used 🧗‍♂️

1. opencv-python
2. tensorflow
3. keras
4. numpy
5. flask
6. numpy
7. pygame

Drowsiness Detection WebAPP

MODEL ARCHITECTURE

Algorithm

Here we are keeping a score(with a variable score) for the closed and opened eye predicted frames by the model. score variable is decreased by 1 when opened eyes are predicted and increased by 1 if closed eyes are predicted. If model predicted five consecutive drowsy(or closed eyes) frames then it will raise an alarm and will give a warning

Execution 🐉

To run the code, type python app.py

python app.py