Thank you for all of your answers!
@Jeremy_Tavrisov, so in that case, would my model ever use original dataset(e.g. before transformation)?
I want to also ask you then wouldn’t that prevent accuracy or performance to increase, as no dataset is repeatedly trained throughout epochs?
How can I transform my dataset so that it does not augment my dataset for every epoch differently?