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Face Recognition with Large Training Set

I'm working on a face recognition program based off of the OpenCV facerec demo. The training database that I would like to use contains 75,000 images, however trying to run the code with this setup results in my computer completely locking up.

Is there any way that the OpenCV implementation of face recognition can handle a large training set?

If not is there another free API for face recognition that would be able to handle a large training set?