Yes. In all states and territories within Australia, you need to register with your government body to homeschool. Simply Homeschool membership does not automatically register you with your state governing body, but Simply Homeschool can help with registration and you can use Simply Homeschool as your homeschool curriculum.
More information is available on how to register here: https://simplyhomeschool.com.au/support/registration-and-reporting/