Potato is a person who is acting weird in a cute way. People that are called "potato" are usually loved by everybody and are very friendly. People use to add an adjective like "stupid potato" or "pretty potato".
This nickname can be used on female and male.
Jake: "yo, you saw what Dean did yesterday? I couldnt stop laughing!"
Paul: "yea he is really a stupid potato!"