On the way back from the Cape Schanck lighthouse there is a location named McCrae on the Mornington Peninsula. McCrae has also a Lighthouse which is located next to a yacht club, close to the beach.
As I was already on my way passing close by, I decided to stop and see if the weather would work better for drone pictures than it did at Cape Schanck. (See also: Let's Go to Cape Schanck)
While the lighthouse is no longer in operation, it has been nicely restored and forms part of the Victoria history. The original tower has been destructed and moved to Arthur's seat where the wooden construct still stands. A new lighthouse has been built in its stead which is the one seen on the movie.