Deep Learning, Artificial Intelligence, Convolutional Network, Weakly Supervised, Object Localization.
61.23% of cases (compared to 44.44% for Guided Backpropagation; thus, Grad-CAM improves human performance by 16.79%). Similarly, we also find that Grad-CAM helps make Deconvolution more class-discriminative (from 53.33% to 61.23%). Guided Grad-CAM performs the best among all the methods. 4.2. Trust