The hot dog not hot dog app (SeeFood) from T.V's Silicon Valley has gained alot popularity after it was aired. Although there appears to be no real use cases for the app, it can still provide a learning experience into how to get started with IBM's Watson Visual Recognition service.
Watson's Visual Recognition lets you know if you're dealng with a hotdog or not through an uploaded image or url.