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Disclaimer

Development is in working progress

This code is no more developped. Check out the new ofxSequence.

Description

Hidden Markov Models is a powerful statistical tool for model time-varying pattern. Gestures recognition is a good application for this kind of machine learning automatic pattern recognition. It consists in two phases: supervised learning with examples (training) and recognition (classification).

This C++ project provide a simple graphical user interface for boh training and classification.

It is a projected developped with:

  • OPEN FRAMEWORKS, thanks to the great community
  • ofxhGUI, my fork of an event-based graphical interface for OF devlopped by Bernard Geyer
  • [Armadillo](C++ linear algebra library), lightweight and fast library for matrix calculi

Hidden Markov Model code is based on HHM toolbox from Kevin Murph

Platform

For now it is been tested only under Ubuntu 10.10.

About

Hidden Markov Model trainer and classifier using Openframeworks, ofxhGui, Armadillo

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