Seymour was born in Pompey Hill, New York on May 31, 1810. He studied at Geneva College. He was married to Mary Bleecker. They had no children. Seymour died on February 12, 1886 from an illness, aged 75. His wife, Mary Bleecker died a month later also from an illness.