Describe overfitting, describe batch nromalization, what is the difference between classification and regression, how to implement grid search
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Assume we will develop a face recognition app where the facial photograph of the person will be taken on a mobile device and matched to a closed set of face images in the database. Outline the overall process of face identification, listing the fundamental steps (3-5) from preprocessing to the matching algorithm, with a few lines of explanation for each step. ii)Specify the challenges in the mentioned face recognition scenario and how you can deal with them.
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