Driver Drowsiness Detection

A system that alarms the driver as soon as it detects that the driver is becoming drowsy to prevent any accidents.

Quick Start 🚀

Clone the Repository

git clone https://github.com/adityajai25/driver-drowsiness-detection.git

Then

cd driver-drowsiness-detection

Dataset

We used a dataset downloaded from Kaggle.

Creating Virtual Environment

Using a virtual environment isolates dependencies, manages library versions, keeps the global Python environment clean, and ensures consistent setups.

On Windows

Creating a virtual environment:

Open Command Prompt and navigate to the project directory

cd project/directory/

Create a Virtual Environment:

python -m venv env

To Activate the Virtual Environment:

.\env\Scripts\activate

On mac/Linux

Creating a virtual environment:

Open terminal and navigate to the project directory

cd project/directory/

Create a Virtual Environment:

python -m venv env

To Activate the Virtual Environment:

source env/bin/activate

Installing Required Packages

Once the virtual environment is activated, install the required packages using the following commands:

1. Install pygame

pip install pygame==2.4.0

2. Install openCV-Python

pip install opencv-python==4.6.0.66

3. Install numpy

pip install numpy==1.23.0

4. Install keras

pip install keras==2.12.0

5. Install tensorflow

pip install tensorflow==2.13.0

Execution

After installing the packages required, the project can be executed using the following command.

python main.py 

This will initiate the application, and it may take a few moments to activate the webcam and begin detection.