Deep convolutional networks do not classify based on global object shape
Fig 10
VGG-19 classifications for glass figurines Part 1.
The leftmost column shows the image presented to the VGG-19 DCNN. The second column shows the correct object label and the probability generated 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.