&gt; In the past few years Convolutional Neural Networks (CNNs) have revolutionized the field of computer vision. Each year the ImageNet Challenge (ILSVRC) has seen plummeting error rates due to the ubiquitous adoption of CNN models amongst the contestants.<p>Am I right that the &quot;Convolution&quot; part only refers to the speed by which the models can be trained, and not to any other quality of these models?