it's not doing what we think of a lot of computer vision should be all about it's not doing you know figure-ground detection it's not fine the the you know the the foreground region it's not finding the dog it's not segmenting the dog out from the background it's not doing any of the foreground background or occlusion reasoning none of that it doesn't need to do any of that because it probably just looks at the snout in a couple of eyes and then says oh yeah that's a collie okay and maybe some his called histogram so it doesn't need to work