Farmersville is a city in the San Joaquin Valley in Tulare County, California, United States, just to the east of Visalia, California. The population was 10,588 at the 2010 census, up from 8,737 at the 2000 census.The city hosts many events throughout the year, including a Fall Festival the first weekend in October and a Memorial Day Parade. Both are extremely well-attended and manage to draw visitors from the surrounding areas every Memorial Day morning.