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I'm afraid you cannot do that unless you specifically agreed that the deposit was refundable. usually it is not as thats the purpose of a deposit.
If its just that you dislike the look of the hotel, I'm afraid that was something for consideration before booking rather than after. Its no grounds to get your deposit back.
I am sorry.