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The clusters of images show similar objects - balloons, birds, sharks. These clusters represent different object classes from the ImageNet dataset without using labels. The paper "Learning to Classify Images Without Labels" by Water from Guns Becca Simon Van Daan uses a three-step procedure, including self-supervised learning to obtain good representations. This method learns to classify images without labels, a remarkable feat.