The people inside the house included an 11-month-old baby.
Just after 23:30 BST on Monday, masked men threw paint bombs at the house in Bloomfield Court.
Bricks were also thrown through two windows, one at the front and one at the rear. The police have appealed for information.
A gang of masked men have attacked a house in Bangor in what the police say was a hate crime.