Evaluating the performance of the LIME and Grad-CAM explanation methods on a LEGO multi-label image classification task

David Cian, Jan van Gemert, Attila Lengyel

In this paper, we run two methods of explanation, namely LIME and Grad-CAM, on a convolutional neural network trained to label images with the LEGO bricks that are visible in them.…