Born into aristocracy, Toulouse-Lautrec moves to Paris to pursue his art as he hangs out at the Moulin Rouge where he feels like he fits in being a misfit among other misfits. Yet, because of the deformity of his legs from an accident, he believes he is never destined to experience the true love of a woman. But that lack of love in his life may change as he meets two women