How can i make the image classification based on reference image selected randomly in the database?

my intention is to build a system to determine how close image database is with the reference image chosen randomly. Imagine you have image databases you select one image as reference and you want to make a comparison logic between the reference and the others image to see how close they are. any help is greatly appreciated.