Order of normalization / augmentation for image classification
You can use both methods, in the vast majority of examples I have seen and worked with the usual order is.  


Augmentate your data, rotations, zoomings, flips....
Normalize your images based on the new and augmented dataset.


Doing it like this you can also see the results of the augmentation phase, while if you normalize it first you cannot visualize it