Deep convolutional networks do not classify based on global object shape
Fig 24
VGG-19 classifications for part-scrambled silhouettes.
The leftmost column shows the image presented to the DCNN. The second column shows the correct object label and the classification probability produced by the network for that label. The other five columns show probabilities for the network’s top five classifications, ordered left to right from highest to lowest. Correct classifications are shaded in blue.