Irvine is a city located in Estill County, Kentucky. Irvine has a 2026 population of 2,287. It is also the county seat of Estill County. Irvine is currently declining at a rate of 0% annually and its population has decreased by -3.05% since the most recent census, which recorded a population of 2,359 in 2020.