In support of World War II, Camp Fannin was established in Smith County in 1943, six miles north of Tyler, Texas, as a U.S. Army Infantry Replacement Training Center for small arms, artillery, and tank gunnery training. The site became home to more than 200,000 soldiers until it was declared surplus in 1946. At that time, the land acquired for Camp Fannin was excessed for privately owned use.