Piedmont Park is an urban park in Atlanta, Georgia, located about 1 mile northeast of Downtown, between the Midtown and Virginia Highland neighborhoods. Originally the land was owned by Dr. Benjamin Walker, who used it as his out-of-town gentleman's farm and residence.