The Annual Boomer Festival is advertised in Episode 25. It is held in Subiaco, featuring iPad training seminars, a deckchair parade and Nutbush competitions. Every day is apparently Australia Day at the festival, complete with fireworks. You can also buy golliwogs.
There is plenty of parking.