Linear-Discriminant-Analysis

A small C++ library to perform 2 class Linear Discriminant Analysis using Eigen Library for OpenCV.

Linear Discriminant Analysis is a statistical techinque which is used in Dimensionality Reduction and also for classification of data.

This was inspired by Stephen Marshland's "Machine Learning: An Algorithmic Perspective" implementation in Python(this is re-implementation of the same in C++).

In order to build it, follow the instructions on this page http://www.developerstation.org/2012/05/linear-discriminant-analysis-using.html or follow the following steps (for ubuntu):

1. git clone or download the above project
2. cd into the project
3. $sudo apt-get install libeigen3-dev
4. $mkdir build
5. $cd build
6. $cmake ..
7. make
8. ./LDA

THINGS TO DO:

1. Add CvStatModel. i.e. inherit from CvStatModel class for more tighter integration in OpenCV.

NOTE: This code is in Beta and may be buggy. Its currently under development.