https://github.com/kiran-03/drowsiness_detection
A Python based drowsiness detection project, this project uses eye tracking to detect drowsiness
https://github.com/kiran-03/drowsiness_detection
cv2 dlib imutils pygame python scipy
Last synced: about 1 month ago
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A Python based drowsiness detection project, this project uses eye tracking to detect drowsiness
- Host: GitHub
- URL: https://github.com/kiran-03/drowsiness_detection
- Owner: KIRAN-03
- Created: 2024-09-06T06:55:10.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2024-09-08T07:10:19.000Z (8 months ago)
- Last Synced: 2025-02-01T17:44:26.344Z (3 months ago)
- Topics: cv2, dlib, imutils, pygame, python, scipy
- Homepage:
- Size: 68.2 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Drowsiness_Detection
# Introduction
The Drowsiness Detection System is designed to monitor the driver’s face through a camera in real-time and detect signs of drowsiness. If the driver shows signs of fatigue or sleepiness, the system triggers an alarm to alert the driver and prevent accidents.
The system uses computer vision and machine learning techniques to monitor eye movements and blinking patterns, making it an effective solution for real-time drowsiness detection.
# Features
Real-time eye movement tracking.
Drowsiness detection using blinking patterns.
Alerts the user with a sound alarm when drowsiness is detected.
Can be integrated into vehicle systems for real-time use.
Easy to set up and use.
# Installation
Navigate to master branch
Clone the repository:
git clone https://github.com/yourusername/drowsiness-detection.git
cd drowsiness-detection
Install dependencies:
pip install -r requirements.txt
Run the project:
python Drowsiness_Detection(1).py
# Usage
Start the application by running the Drowsiness_Detection(1).py file.
A window will pop up showing the camera feed.
The system will start monitoring the user’s eye movements.
When drowsiness is detected, the system will sound an alert.