Fig. 2: Comparative analysis between CNN model and domain experts.

a Example images of true cases and their grad-CAM overlays from the best trained network. b Probability of each class for false case and grad-CAM overlays of top-most highest classes. c Results of predicting composition and cycling state of SEM images from domain experts.