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hi there check out these clusters of images right here and just have a look at how all of them are pretty much showing the same object so heres balloons heres birds heres sharks or other fish these are from images from the image net data set and you can see that these clusters are pretty much the object classes themselves so theres all the frogs right here here all the all the people that have caught fish so this the astonishing thing about this is that these clusters have been obtained without any labels of the image net dataset of course the data set has labels but this method doesnt use the labels it learns to classify images without labels so today were looking at this 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 and on a high level overview they have a three-step procedure basically first they they use self supervised learning in order to get good representations sec