we still see a lot of problems with the model though in particular we often see problems with counting we think that this might be something to do with the architecture of our convolutional network that it's able to test whether a feature is absent or present but it doesn't necessarily test how many times that feature occurs so we see things like this giraffe head with four eyes this dog with something like six legs or this kind of three-headed monkey thing or you know stacks of puppies rather than a single puppy or a cat with one