Sharpsburg is a town located in Coweta County, Georgia. Sharpsburg has a 2026 population of 326. Sharpsburg is currently declining at a rate of -0.31% annually and its population has decreased by -0.31% since the most recent census, which recorded a population of 327 in 2020.