Janesville Township is a township in Waseca County, Minnesota, United States. The population was 520 at the 2000 census. Janesville Township was organized in 1858, and named after its main settlement, Janesville. The township contains one property listed on the National Register of Historic Places, the Seha Sorghum Mill, established circa 1904.