Stone Mountain sits just outside the major metropolis of Atlanta, Georgia. This mountain is famous for a few different things. On reason it’s famous is because it’s the largest mountain of sheer rock in the U.S. Another reason why Stone Mountain is famous is because of the images of the leaders of Confederacy that have been carved into the face of it.