I'll see myself out

I heard "i'll see myself out" somewhere and somehow.
What can that mean besides "to escort" or "to outlive someone"?

I only know the literal meaning. A person is leaving and says, "I'll see myself out." He or she is saying that the host doesn't have to walk him to the door.