on the tad features extraction, is image normalization required?

[auzxb]

on the train stage，the images have to be loaded in to a range of [0, 1] and then normalized using mean = [0.485, 0.456, 0.406] and std = [0.229, 0.224, 0.225]，is image normalization required when extracting tad features？