actually have the real object classes recognizably occurring within this data set an image net there's a thousand classes so it's much more difficult to resist the mode collapse problem an image that our model mostly produces samples that have kind of the texture of photographs but don't necessarily have rich class structure we do occasionally get rich class structure if I show you some very cherry-picked examples we're able to make lots of different pictures of things like dogs spiders koalas bears and birds and so on