Would it not be saver to make the seed part of imageDataBunch?
In lesson1-pets np.random.seed is called in a separate cell from ImageDataBunch. If I would call ImageDataBunch again without calling the cell above, then I will have poluted my validation set. Idem if I would put some code in between, or try out different edits of ImageDataBunch.