Anniston is a city in Calhoun County in the state of Alabama. As of the 2010 census, the population of the city was 23,106. According to 2013 Census estimates, the city had a population of 22,666. The city is the county seat of Calhoun County and one of two urban centers/principal cities of and included in the …