The gold star represents a military family member was killed in action. For example, banners, also called service flags, containing two gold stars indicates two servicemembers from that particular family were killed in combat.
For families who've made the ultimate sacrifice, displaying the banners year-round is a solemn way to honor and pay tribute to their loved one(s).