Shinn was born in Philadelphia, Pennsylvania, the youngest child of a middle-class Quaker family.
In April 1866, after having returned to Philadelphia as a result of his parents' deaths the summer before, Shinn, accompanied by his sculptor friend Howard Roberts, traveled to France with the goal of continuing his studies in drawing and painting at the École nationale supérieure des Beaux-Arts in Paris.