https://github.com/trivediayush/accident-and-drowsiness-detection

Our college minor project is a comprehensive solution aimed at enhancing road safety. The project comprises two main components: an Accident Detection Model and a Real-Time Driver Drowsiness System.
https://github.com/trivediayush/accident-and-drowsiness-detection

accident-detection accidents-analysis college-project cvzone dlib-face-detection dlib-face-recognition face-detection face-recognition imutils minor-project numpy opencv pandas python python3 yolov8

Last synced: 6 months ago
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Our college minor project is a comprehensive solution aimed at enhancing road safety. The project comprises two main components: an Accident Detection Model and a Real-Time Driver Drowsiness System.

• Host: GitHub
• URL: https://github.com/trivediayush/accident-and-drowsiness-detection
• Owner: trivediayush
• License: gpl-3.0
• Created: 2024-05-19T10:26:52.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2025-01-03T08:46:35.000Z (9 months ago)
• Last Synced: 2025-02-13T04:31:24.425Z (8 months ago)
• Topics: accident-detection, accidents-analysis, college-project, cvzone, dlib-face-detection, dlib-face-recognition, face-detection, face-recognition, imutils, minor-project, numpy, opencv, pandas, python, python3, yolov8
• Language: Jupyter Notebook
• Homepage:
• Size: 13.3 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Accident Detection and Real-Time Driver Drowsiness System

## Overview

This project is a collaborative effort aimed at enhancing road safety. We have developed an accident detection model using a video dataset and YOLOv8, and a real-time driver drowsiness detection system in Python.

## Features

1. **Accident Detection**: Utilizes a video dataset and the YOLOv8 model to detect accidents. The model has been trained to recognize various types of accidents.

2. **Driver Drowsiness Detection**: Monitors the driver in real-time using a webcam. The system can detect signs of drowsiness or inattention, and can alert the driver or stop the vehicle to prevent accidents.

## Prerequisites

- Python 3.x

- OpenCV

- Numpy

- Ultralytics YOLOv8

- Pandas

- Opencv

- Imutils

- dlib

## Installation

1. Clone the repository: `git clone https://github.com/your-repo-link`

2. Install the dependencies: `pip install -r requirements.txt`

Contributors



  
Ayush Trivedi

  
Sanskar Upadhyay

  
Aditya Badgotiya



## License

This project is licensed under the GPL 3.0 License. See the LICENSE file for details.

## Acknowledgements

We would like to thank our mentors and peers for their guidance and support throughout the development of this project.