text: Title: [Feature Request] Add per image and per channel to Normalize
  Body: Normalization transform could be expanded to the:
  
  - per image
  - per image / per channel
  - min_max
  - min_max / per channel
  
  And it makes sense to add to the docstring typical values for mean and std for standard and inception. Probably as an `example` section.
  
  Basically to follow:
  
  https://github.com/ChristofHenkel/kaggle-landmark-2021-1st-place/blob/main/data/ch_ds_1.py#L114-L153