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driver-snoozing-system's Introduction

Driver-Snoozing-System

The Driver-Snoozing-System is a machine learning system designed to detect when a driver is falling asleep at the wheel and alerts the driver before an accident occurs. The system uses the shape_predictor_68_face_landmarks.dat file, which contains data about the location of 68 facial landmarks on a person's face, to analyze the driver's face and determine if they are exhibiting signs of drowsiness.

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How to Contribute?

How to make a Pull Request?

Usage

To get a local copy up and running follow these simple steps.

  • Clone the repository with
git clone https://github.com/Deep-ghosty/driver-snoozing-system.git
  • Install the necessary libraries:
pip install -r requirements.txt
  • Run the snoozing detection script:
python driver_drowsiness.py

Acknowledgments

  • The shape_predictor_68_face_landmarks.dat file was trained using the dlib library.
  • The face detection functionality is based on the OpenCV library.

Repo holders

Ekansh rajput
Divyansh mittal

Miscellaneous

Do consider looking at other paradigms of this documentation

driver-snoozing-system's People

Contributors

deep-ghosty avatar vandit98 avatar vaibhavx42 avatar giriprasathd avatar anishdubey27 avatar arshnoorkaur21 avatar subinoybiswas avatar

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