Halle Tanner was born in Pittsburgh in 1864 to a prominent Black family. Her father, Benjamin Tucker Tanner, was a Methodist Episcopal (AME) minister and eventual bishop. Her brother Henry Ossawa was a well-regarded painter of dramatic Biblical scenes. He eventually moved to Paris and his paintings are displayed in some of the most prestigious museums in America.