It happened at a property in the Oakleigh Park area of the Co Armagh town.
The blaze was reported to police just after 7.20am on Monday morning.
It started in the garage of the property.
Emergency crews remain at the scene and are continuing to battle the fire.
A spokesperson for the PSNI said: "Police are investigating the circumstances surrounding the fire and there are no further details at this stage."