In the opening scenes, we see Dillinger and gang robbing a bank in Wisconsin. They tried hard to make it look like Wisconsin, right down to license plates on the cop cars. However, as they are pulling away from the bank, they very clearly drive past the Art Institute in Chicago. You can tell it's the Institute by the 2 lions out front and the fact that there are other landmarks in the background that shows it's Michigan Ave.