It all depends on the size of each photo, how many are in the dataset that you are trying to upload, and your internet speed.
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The process is faster if you upload directly from your computer rather than from a server or other cloud storage. You can always continue working in another tab or window and let it run in the background though!
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Most data are uploaded within one hour, but the factors mentioned may influence this.