Chilhowie is a town in Smyth County, Virginia, United States.Chilhowie, pronounced Chil·´how·ee, the Cherokee word meaning “valley of many deer,” was adopted as the town’s name when the town became incorporated in 1913. The population was 1,781 at the 2010 census.