Code Monkey home page Code Monkey logo

face-recognition's Introduction

Face Detection & Recognition System

This is a Face Detection & Recognition System built with Java using JavaCV. The application utilizes various face detection and recognition algorithms, including OpenCV, Haar classifiers, Local Binary Patterns Histogram (LBPH), Eigenfaces, and Fisherfaces.

Features

  • Face Detection: Detect faces in images or live video streams using Haar classifiers.
  • Face Recognition: Perform face recognition using LBPH, Eigenfaces, or Fisherfaces algorithms.
  • Training: Train the system by providing a dataset of labeled face images.
  • User Interface: Java-based UI for easy interaction and control.

Technologies Used

  • Java: Programming language for the backend logic and UI implementation.
  • JavaCV: Java interface for OpenCV, providing access to OpenCV's computer vision algorithms.
  • OpenCV: Library for computer vision and machine learning algorithms.
  • Haar Classifiers: Pre-trained classifiers for object detection, including face detection.
  • LBPH (Local Binary Patterns Histogram): Face recognition algorithm based on local texture patterns.
  • Eigenfaces: Face recognition algorithm using Principal Component Analysis (PCA).
  • Fisherfaces: Face recognition algorithm using Linear Discriminant Analysis (LDA).

face-recognition's People

Contributors

abhashk1 avatar

Stargazers

 avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.