It happened near the intersection of Clarkson Avenue and New York Avenue at around 9:32 p.m on Saturday.
Police say they were called to the scene for a person stuck inside the overturned vehicle. The driver was outside by the time they arrived.
The FDNY told News 12 that three people were involved in the crash. The two sent to the hospital are expected to be OK.