Depends on how you actually feel about the two courses imo. If you're sure that criminology is not something you'd enjoy pursuing as a career and something art related would be definitely your taste, then I would suggest changing courses.

Money spent already is a sunk cost, you cannot recover it. The most important thing is making the right decision that will make you happy in the long run.