The blaze was reported just after 2:30 a.m. on Diana near Belmont Avenue.
Fire crews arrived and quickly attacked the flames to prevent spreading to an adjacent apartment and a boarded-up home.
Residents from the apartment were able to get out safely.
The fire was contained to the outbuilding. The cause is still under investigation.