<正>Dear editor,In recent years, the Perfect Half Million Beauty Product Image Recognition Challenge has been held by ACM Multi Media 2018 [1] for beauty product image retrieval task, and the Perfect-500K dataset has been released, acting as a large-scale beauty product dataset. Retrieval methods ex-
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