ALT Figure 1.We train deep convolutional neural network classifiers to predict whether an image of a sorghum crop contains a reference or alternate version of particular genetic marker, and then visualize why the network makes that prediction. In this figure, we show the visualization for why the neural network predicted an image showed a plant with a reference version of a SNP that controls leaf wax composition – the visualization highlights the especially waxy part of the stem.