Famed fashion photographer Annie Leibovitz is stepping out from behind the lens for a new project. After years of capturing images for photo shoots and a recently publicized financial woes involving a Supreme Court lawsuit, Leibovitz is trying her hand at a different kind of fashion career: designing handbags.

The photographer, whose work with ...