https://github.com/place4you/driver-drowsiness-detection-system

"Driver Drowsiness Detection System", this system consists of a window application. We trained our CNN model over Google Cloud.
https://github.com/place4you/driver-drowsiness-detection-system

anaconda cnn jypyternotebook model python tkinter

Last synced: about 1 month ago
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"Driver Drowsiness Detection System", this system consists of a window application. We trained our CNN model over Google Cloud.

• Host: GitHub
• URL: https://github.com/place4you/driver-drowsiness-detection-system
• Owner: Place4you
• Created: 2024-07-11T07:53:37.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-07-14T08:54:42.000Z (5 months ago)
• Last Synced: 2024-07-14T09:35:50.877Z (5 months ago)
• Topics: anaconda, cnn, jypyternotebook, model, python, tkinter
• Language: Jupyter Notebook
• Homepage:
• Size: 43.4 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Driver Drowsiness Detection System

## Overview

"Driver Drowsiness Detection System", this system consists of a window application. We trained our CNN model over Google Cloud. The application is also developed with a Python library Tkinter. I got 130/150 from our External Examiners.

## Table of Contents

- [Software Requirements](#software-requirements)

- [Hardware Requirements](#hardware-requirements)

- [Installation](#installation)

- [Usage](#usage)

- [License](#license)

## Software Requirements

- Anaconda (1.9)

- Python (3.7)

- Jupyter Notebook (6.0.3)

- Libraries:

  - TensorFlow (2.3.0)

  - Keras (2.4.3)

  - OpenCV (4.5.5)

  - Pygame (2.1.2)

  - Tkinter (8.6)

  - OS

  - NumPy

## Hardware Requirements

- Laptop with basic hardware (Preferred GPU)

- Webcam

- Mouse/Trackpad

- Keyboard

## Installation

- You can have to install all nesccsries dependienes and libraries( Specific Versions are mentioned in repo)

1. **Clone the repository:**

   ```bash

   git clone https://github.com/Place4you/Driver-Drowsiness-Detection-System.git

   cd Driver-Drowsiness-Detection-System

   

## Setup Anaconda environment:

- conda create --name drowsiness_env python=3.7

- conda activate drowsiness_env

## Install dependencies::

- pip install tensorflow==2.3.0 keras==2.4.3 opencv-python==4.5.5 pygame==2.1.2 etc

## Run the project

- jupyter notebook

### Contributing

If you have any suggestions or improvements for the Bubble game, feel free to fork the repository, make your changes, and submit a pull request.

### License

This project is licensed under the MIT License.