/Driver-Drowsiness-Detection-and-Alert-System

Drowsiness Detection

Primary LanguagePython

Driver-Drowsiness-Detection-and-Alert-System

Clone Repository

  • git clone https://github.com/chitgyi/Driver-Drowsiness-Detection-and-Alert-System.git
  • cd Driver-Drowsiness-Detection-and-Alert-System

Downloading Datasets

Download iBUG Datasets and extract it and then rename the extracted folder as datasets

File Structure

Project
│
└───docs/
|
└───datasets/
│   │   afw/
|   |   helen/
|   |   ibug/
|   |   lfpw/
│   │   *.xml
|   |
└───src/
|   │   alarm.mp3
|   |   detect_drowsiness.py
|   |   evaluate_error_and_validation.py
|   |   parse_eye.py
|   |   train_eye.py
|
└───README.md

Parsing Eyes Features and Train these Eyes Features

$ ./scripts.sh

Only for drowsiness detection

cd src
python3 detect_drowsiness.py