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You can take a look at Star Explorer. It allows you to download a gallery, a whole category or your whole site. You can specify what to do if there's already a local copy. So you could set it to skip any photos that you already previously downloaded. Here's a screenshot of the download dialog. Captions and keywords are also included in the photos ...