Taylor County is a county located in the Big Bend region in the northern part of the U.S. state of Florida. As of the 2020 census, the population was 21,796. Its county seat is Perry. The county hosts the annual Florida Forest Festival and has been long known as the "Tree Capital of the South" since a 1965 designation from then-Governor W. Haydon Burns.