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alignment of face data needed for both train and probe?

If i align my dataset for training..do i need to align the faces i get from my webcam as well ? I don't think philip's example shows that although i might be wrong.

I mean if we preprocess training data we need to do the same for the images we get from our webcam, so does this apply to alignment as well?

Thanks,