Calls started coming in just before 10:30 p.m. Saturday.
FDNY Units, Harbor, Scuba and Aviation units all responded to the scene.
Sources say there were around a dozen people on the vessel when it overturned and multiple people were rescued before police arrived. NYPD divers entered the water and found two victims, believed to be a woman and a child. Both were taken to the hospital in critical condition.