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how can I align Face Images

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I see that there's a nice little script in the facerec tutorial that aligns faces in images given positions for the eyes. I need to get the coordinates for the eyes, though, somehow. Would it work to use the CascadeClassifier with the haarcascade_mcs_eyepair_big model? I understand that there are many ways to do it (including the patented ASEF technique). I'm just wondering if this is a good way to get started.

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