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AssigneesNanjing Xiyin Ecommerce Co., Ltd., Guangzhou Xiyin International Import and Export Co., Ltd., Shenzhen Xiyin Information Technology Co., Ltd.
InventorsJIE ZHANG, MINGYING ZHANG, XIANGLIN LI, WEIZHAO GUO, XINGGUO MA
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An item selection method includes acquiring a classification label text input by a user, determining text embedding information based on the classification label text, inputting each item image in an item library into a multi-modal image-text model to obtain image embedding information corresponding to each item image output from the multi-modal image-text model, where the multi-modal image-text model is trained based on an item picture sample set and an item information text corresponding to each item picture sample in the item picture sample set, and determining a target item based on the text embedding information and the image embedding information corresponding to each item image. Target items in accord with a new classification label can be efficiently and accurately selected from massive items, thereby satisfying the label use requirements of various business scenarios while reducing the labor cost and improving the item management efficiency.
An item selection method comprising:
A device for item selection, comprising:
A non-transitory machine-readable medium having a program code for item selection stored thereon which, when executed by at least one processor, directs the at least one processor to perform operations comprising:
Dependencies are inferred from the claim text.