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Enforce PIL+imagenet normalization image loading #6

@Parskatt

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@Parskatt

It's pretty easy to assume our model takes images in [0,1] and load with some other function.
Should raise error if images have not been imagenet normalized first, to make sure this doesn't happen accidentally.

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