GithubHelp home page GithubHelp logo

drustz / headtrack Goto Github PK

View Code? Open in Web Editor NEW
4.0 4.0 3.0 668 KB

A c# project for tracking face and inferring head position

License: MIT License

C# 100.00%
face-tracking head-tracking face-detection csharp-library head-position

headtrack's Introduction

HeadTrack

A c# library for tracking face and inferring head position

You can track face and calculate the position of your head using this project.

Algorithm

The project is a C# version combining headtrackr and face_detect_n_track

  • the first JS library uses 'Viola-Jones detection' for head detecting and 'Camshift' for head tracking
  • the second C++ library uses 'Haar cascades' for head detecting and some trick(like 'template matching') to speed up the detecting time(so it's pure detecting).

This project uses the built-in 'Haar cascades' for face detection and implemented 'Camshift' and the tricks in face_detect_n_track.

Choose of algorithm

  • if you have a good light source, use the camshift algorithm, it's a little faster.
  • however, if the light condition isn't good(which is the common cases), use the second one(it's always robust).

dependences

  • please install "Opencv for C#": Emgu

headtrack's People

Contributors

drustz avatar

Stargazers

 avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  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.