hands if you do okay we have a few electrical engineers in the audience okay even though you've even though you've only seen this for the first time is it present in this image yes how many in this image - how about that one yeah but it's a little weird right so even though you only saw one example you were immediately able to determine what was there you immediately an expert on this kind of object that's called one-shot learning and you know just if you need more evidence that deep nets don't quite work yet is anyone can anyone say what