Orphaned and alone except for an uncle, Hugo Cabret lives in the walls of a train station in 1930s Paris. Hugo's job is to oil and maintain the station's clocks, but to him, his more important task is to protect a broken automaton and notebook left to him by his late father. Accompanied by the goddaughter of an embittered toy merchant, Hugo embarks on a quest to solve the mystery of the automaton and find a place he can call home.

In this classic story of love and devotion set against the backdrop of the American Civil War, a wounded Confederate soldier named W.P. Inman deserts his unit and travels across the South, aiming to return to his young wife, Ada, who he left behind to tend their farm. As Inman makes his perilous journey home, Ada struggles to keep their home intact with the assistance of Ruby, a mysterious drifter sent to help her by a kindly neighbor.