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DETECTION OF COUNTERFEIT ITEMS BASED ON MACHINE LEARNING AND ANALYSIS OF VISUAL AND TEXTUAL DATA

机译:基于机器学习的伪造物品检测以及视觉和文本数据分析

摘要

A system detecting counterfeit items based on machine learning and analysis of visual and textual data is disclosed. The system may comprise a data access interface to receive product data associated with a protected product from a user device. The product data may comprise multimodal data that describes the protected product. The system may also comprise a search term generator to generate search terms based on the received product data. The system may comprise a processor to identify one or more potential counterfeit items from the at least one web source using a crawling technique to obtain data associated with to similar products from the at least one web source, identifying at least one match for similar products, and using image processing and analysis to determine if the at least one match for similar products comprises at least one or more potential counterfeit items. The system may also generate a takedown notice to the at least one web source if a user confirms the one or more potential counterfeit is items.
机译:公开了一种基于机器学习以及对视觉和文本数据的分析来检测伪造物品的系统。该系统可以包括数据访问接口,以从用户设备接收与受保护产品相关联的产品数据。产品数据可以包括描述受保护产品的多峰数据。该系统还可以包括搜索项生成器,以基于接收到的产品数据来生成搜索项。该系统可以包括处理器,该处理器使用爬网技术从至少一个网络源中识别出一个或多个潜在的假冒商品,以从该至少一个网络源中获取与相似产品相关的数据,从而识别相似产品的至少一个匹配项,以及使用图像处理和分析来确定至少一项与类似产品的匹配是否包括至少一项或多项潜在的假冒商品。如果用户确认一个或多个潜在的假冒物品,则系统还可以生成对至少一个网络源的删除通知。

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