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I have written a Guide on Machine Learning with OpenCV, which shows how to use the Multilayer Perceptron class of OpenCV. You can find it as a PDF:

• https://github.com/bytefish/opencv/blob/master/machinelearning/doc/machinelearning.pdf

It comes with a sample program, which shows how to work with the OpenCV machine learning API:

• https://github.com/bytefish/opencv/blob/master/machinelearning

I'll update it to OpenCV 2.4 soon and update this page accordingly.