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In practice, you don't even need to give the Oyster card back to collect the deposit.

What does that mean? You can just go to some sort of service desk and ask for your deposit back without presenting anything?

Yes, using a machine like this one [0] you just need to present your card to the contactless terminal and you'll be able to get £5 back in cash.