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Deep convolutional networks do not classify based on global object shape

Fig 12

Five additional glass Pianos.

VGG-19 incorrectly classified each of these five images despite correctly classifying the glass piano shown in Fig 11.

doi: https://doi.org/10.1371/journal.pcbi.1006613.g012