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3 pictures exhibiting how exactly the same photograph may be reclassified. To the left, it’s determined as being a snorkeler; in the middle, with the locomotive extra, it gets to be a scuba diver; and in the event the locomotive is big enough, it will require more than all the classification.
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Carter points out, by way of example, that in order for the algorithm to tell apart among scuba divers and snorkelers, In addition it associates different types of animals with Every single classification.
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” Those in the center are shared amongst the two courses, although the ones about the fringes are more differentiated.
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Inside the graphic under, you can see the varied activations that happen to be utilized by the neural network to identify these labels. Over the remaining are activations that happen to be strongly related with “snorkel,” and on the appropriate are activations that happen to be strongly related with “scuba diver.
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