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The clusters of images shown include balloons, birds, sharks, and fish from the ImageNet dataset. These clusters represent object classes without the use of labels. The method described in the paper "Learning to Classify Images Without Labels" by Water from Guns Becca Simon Van Daan hender stung stamatis Georg Ulis mark pro Simmons and Luke fungal involves a three-step procedure utilizing self-supervised learning to obtain good image representations.