Huntsville is a city located in Walker County, Texas. Huntsville has a 2026 population of 49,500. It is also the county seat of Walker County. Huntsville is currently growing at a rate of 0.47% annually and its population has increased by 7.94% since the most recent census, which recorded a population of 45,859 in 2020.