Plant Phenomics / 2019 / Article / Fig 6

Research Article

How Convolutional Neural Networks Diagnose Plant Disease

Figure 6

Application of attention map generating algorithms on images misclassified by the CNN. From left to right column: (1), images randomly selected from the dataset which were misclassified by the CNN; correct labels are displayed on top of the image; (2), the top three inferences by the CNN; (3), Grad-CAM-based visualization targeted to Mixed0 layer; (4), guided back-propagation-based visualization.