Sharon is a city in Taliaferro County, Georgia, United States. The population was 104 in 2020. The community of Sharon is visible on …Sharon is a city in Taliaferro County, Georgia, United States. The population was 104 in 2020. The community of Sharon is visible on maps as early as 1865. The Georgia General Assembly incorporated Sharon as a town in 1884. The community is named after the Plain of Sharon, a place mentioned in the Hebrew Bible.