A cassava leaf goes in on the left and passes through a row of feature maps that shrink and thicken layer by layer. The square on the leaf shows how much one final neuron can see. Stack more layers, add pooling, then take away ResNet's skip connections and watch the gradient fade. This lesson needs JavaScript.