One person was flown to Jackson Memorial Hospital's Ryder Trauma Center after a boat capsized off Collins Avenue in Bal Harbour.
The incident happened late Sunday night after the boat started taking on water.
Police said four people were stranded in the water, three of which were not injured.
The boat was towed back to Haulover Marina. The identity and extent of the injuries of the person taken to the hospital has not been released.