Wilkins was born in St. Louis, Missouri, in 1901.
In 1929, he married social worker Aminda "Minnie" Badeau; the couple had no children of their own, but the couple did raise the two children of Hazel Wilkins-Colton, a writer from Philadelphia, Pennsylvania.