I wanted to ask a question about normalizing inputs.
Where would you implement custom normalizing functions, for instance I have a type of input that could be normalized in various ways (std-mean, polar-coordinates, etc…), but would like to retain the automatic
denorm to visualize the inputs.
So my options are:
- Creating a
PreProcessorto normalize inputs, how I would
normalizein a custom
- Just normalizing before giving data to fastai.