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The clusters of images in the YouTube video tutorial show similar objects such as balloons, birds, and sharks from the ImageNet dataset. These clusters represent object classes without using labels. The paper discussed in the tutorial focuses on learning to classify images without labels using a three-step procedure by Water from Guns Becca, Simon Van Daan, Hender Stung, Stamatis Georg Ulis, Mark Pro Simmons, and Luke Fungal. This includes self-supervised learning to achieve good representations.
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