They have started an investigation into the incident but have not found any suspicious circumstances.
It is the second drowning incident at Kurnell in less than a fortnight.
Two fishermen were swept off rocks on Cape Solander Drive on May 28, in an area declared a high-risk rock-fishing location where anglers must wear life jackets.