Are there more examples about how to use ImageDataBunch?

I am trying to load the real MNIST data.
Here is the source code from keras:
I want to fit the data into ImageDataBunch type, tried several apis, like from_folder, from_df, cannot make it work.
Any tips?
Thanks for the help in advance.