Hi,
You should compute mean and std for each channel for all the images in the dataset (or a representative subset if your dataset is very big).
Setting that preprocessing as a learnable parameter is not very practical. It’s just an statistical normalization.
In  the worst case you can set everything to 0.5, which is an approximation