[dr_zoidberg]

Not exactly: if you've never seen a particular kind of feather before, you may not recognize it at first sight, but most certainly you'll sit, examine it and eventually acknowledge it's a feather -- the neural networks we're using aren't prepared to do this kind of analysis yet.