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Discover cards are generally not accepted in Australia. However, this is changing slowly as more retailers accept UnionPay (which uses the same network as Discover) to cater for tourists from China.
The major credit cards accepted in Australia are Mastercard and Visa. American Express and Diners Club are also accepted by some retailers.