I don't have too much of a problem with this actually, because a lot of the "nonsense" images actually bear strong resemblance to the objects. The gorilla image

I don't have too much of a problem with this actually, because a lot of the "nonsense" images actually bear strong resemblance to the objects. The gorilla images clearly look like a gorilla, the windsor tie images clearly show a collar and a tie. The image coloring is way off of course, but the gradients seem about right.