The fire broke out Tuesday afternoon in an apartment building on Clarendon Road in Flatbush.
One victim is in critical condition, and another is in serious condition.
Two other people suffered minor injuries.
The Red Cross says five apartments were so badly damaged, they're uninhabitable.
They are helping those families find a place to stay.