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

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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.

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