Brownsville is a city in Haywood County, Tennessee, United States. It is the county seat of Haywood County, in western Tennessee. Its population as of the 2010 census was 10,292, down from 10,748 at the 2000 census.The city is named after General Jacob Jennings Brown, an American officer of the War of 1812.