A satellite tile on the shore of Lake Victoria, labelled pixel by pixel as lake, field, road or roof by a U-Net. The encoder shrinks the picture to understand it, the decoder grows it back, and skip connections carry the fine detail across. Remove them, make the U shallow, or forget class weighting and watch the roads vanish. This lesson needs JavaScript.