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Face Detection with face-api.js and react-webcam

This project demonstrates real-time face detection using face-api.js and react-webcam.

Technologies Used:

  • React: Frontend framework for building user interfaces.
  • face-api.js: JavaScript API for face detection, face recognition, and more.
  • react-webcam: React component for accessing the webcam.

Setup Instructions:

Clone the Repository:

git clone https://github.com/TuvalSimha/face-detection-project.git
cd face-detection-react-webcam

Install Dependencies:

Copy code
pnpm install

Run the Application:

pnpm dev

This will start the development server and open the application in your default web browser.

Usage:

When the application loads, it accesses your webcam using react-webcam. The face-api.js library is used to detect faces in real-time. Detected face attributes such as age, gender, and facial expressions are displayed. Expressions score and the highest expression are calculated and shown.

Features:

  • Real-time face detection using the webcam.
  • Displaying age, gender, and facial expressions of the detected face.
  • Calculating and displaying the highest expression and its score.