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I really wish DJs would get away from using iTunes to bridge into DJ software, it seems to cause more problems than it's worth!
Some of these issues stem from iTunes not exporting the proper data in the XML file, or not storing the album artwork on the file itself. My recommendation is to drag the artwork from the file in iTunes to your desktop, toggle over to rekordbox and drag and drop it back to the file.