Leesburg is a city located in Lee County, Georgia. Leesburg has a 2026 population of 3,574. It is also the county seat of Lee County. Leesburg is currently growing at a rate of 0.42% annually and its population has increased by 2.55% since the most recent census, which recorded a population of 3,485 in 2020.