The function uses the provided values for mean and std.
In your case, Normalize() won’t do anything, since the mean is set to zero and the std to one for all three channels.
Usually you calculate the mean and std from your training data separately for each channel.
Alternatively, you could take the ImageNet statistics and just use them.