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Merging / Combining separately trained Fisherface models

Hi,

Is it possible to merge separately trained Fisherface models into one model? I am running into insufficient memory allocation and I was thinking maybe I could break down my training images into small data sets and train them separately (each data set of images trained will output one trained fisherface model ) because I have a large number of images I want to train and have one trained model in the end. I would like to know if this is feasible and if it is, how would I go about it? Is there a function for combining trained models into one in opencv or a way you would recommend I do it? I want to train around 12000 face images. My workstation only has 4Gb of RAM. I save the trained fisherface model in xml.

Regards,

Joseph Mwema