This study will evaluate the safety and efficacy of bimatoprost solution 0.03% once daily to the upper eyelid margins (where the eyelashes meet the skin) compared with vehicle in increasing overall eyelash prominence in self-identified African American/ethnic black subjects exhibiting hypotrichosis of the eyelashes (inadequate or not enough eyelashes).