Go figure, the Cairns City Council website says Nov-May, but the tourism website says Oct-June!! I'd probably play it safe and say Oct-June then!

Also check out tropical north queensland website ngala.

ETA: and keep an eye out for crocs, lol!! Don't want to scare you off or anything, but you've got to aware that they're around.