train and test my own dataset

[skk-k]

Excuse me, I want to train and test the new datasets (for example, TID2008, bid, pipal and other datasets )with your model. How should I do it? Do I need to preprocess the data to get significant images. So how should I operate to obtain significant images?
Thank you very much