text: 26 April 2017 Last updated at 08:41 BST
  Well actually they do - and treasure has been found in pretty unexpected places.
  Whitney's had a look at some of the biggest hauls.
target: You might have heard of pirates finding treasure - but real people don't find it anymore, right?