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I am surprised that Google Photos does not have a "find similar images" feature. Even a basic one such as this k-means stuff would be useful to me.

My end goal is to have this implement on a file explorer, so you can list your pictures by name, date, type or similarity.

Really glad you see how a simple idea could work in a lot of cases.