Pasqualina Fragneto

Augmented Grad-CAM: Heat-Maps Super Resolution Through Augmentation

We present Augmented Grad-CAM, a general framework to provide a high-resolution visual explanation of CNN outputs. Our idea is to take advantage of image augmentation to aggregate multiple low-resolution heat-maps - in our experiments Grad-CAMs - computed from augmented copies of the same input imag…