Why didn't you normalize image data?

[sgmath12]

In common setting, we normalize the data something like this (img - img.mean)/(img.std)

But in your code, you didn't divide std.

Is there any reason for that?

[Kentaro Wada]

Because vgg16 doesn't, which is used as a pretrained-model for feature extraction