Is there a game called What am I?

Yes. 2 players are needed for this game. Player 1 gives clues about a particular 'thing' and player 2 tries to guess.

In another version, player 1 wears a 'hat' with a card of a 'thing' on it. Player 2 gives clues about what it is and player 1 tries to guess what is on the card.