Walker County, Texas. Walker County is a county located in the east central section of the U.S. state of Texas. As of the 2010 census, its population was 67,861. Its county seat is Huntsville. Initially, Walker County was named for Robert J. Walker, a legislator from Mississippi who introduced into the United States Congress the resolution to annex Texas.