Deep convolutional networks do not classify based on global object shape
Fig 3
Network classifications for the stimuli presented in Experiment 1 Part 1.
The left most column shows the image presented. The second column in each row names the object from which the shape was sampled. The third column names the object from which the texture silhouette was obtained. Probabilities assigned to the object name in columns 2 and 3 are shown as percents below the object label. The remaining five columns show the probabilities (as percents) produced by the network for its top five classifications, ordered left to right in terms of probability. Correct shape classifications in the top five are shaded in blue and correct texture classifications are shaded in orange.