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SYSTEM AND METHOD FOR FACILITATING LOGO-RECOGNITION TRAINING OF A RECOGNITION MODEL

机译:便于识别模型的徽标识别训练的系统和方法

摘要

In certain embodiments, training of a prediction model (e.g., recognition or other prediction model) may be facilitated via a training set generated based on one or more logos or other graphics. In some embodiments, graphics information associated with a logo or graphic (e.g., to be recognized via a recognition model) may be obtained. Training media items (e.g., images, videos, etc.) may be generated based on the graphics information, where each of the training media items includes (i) content other than the logo and (ii) a given representation of the logo integrated with the other content. The training media items may be processed via the recognition model to generate predictions (related to recognition of the logo or graphic for the training media items). The recognition model may be updated based on (i) the generated predictions and (ii) corresponding reference indications (related to recognition of the logo for the training media items).
机译:在某些实施例中,可以经由基于一个或多个徽标或其他图形生成的训练集来促进对预测模型(例如,识别或其他预测模型)的训练。在一些实施例中,可以获得与徽标或图形相关联的图形信息(例如,将通过识别模型来识别)。可以基于图形信息来生成训练媒体项目(例如,图像,视频等),其中,每个训练媒体项目都包括(i)徽标以外的内容,以及(ii)与其他内容。可以经由识别模型处理训练媒体项目以生成预测(与训练媒体项目的徽标或图形的识别有关)。可以基于(i)所生成的预测和(ii)相应的参考指示(与针对训练媒体项目的徽标的识别有关)来更新识别模型。

著录项

  • 公开/公告号US2019108424A1

    专利类型

  • 公开/公告日2019-04-11

    原文格式PDF

  • 申请/专利权人 CLARIFAI INC.;

    申请/专利号US201816214636

  • 发明设计人 DAVID JOSHUA EIGEN;MATTHEW ZEILER;

    申请日2018-12-10

  • 分类号G06K9/66;G06T7/33;G06T11/60;G06K9/62;G06T5;

  • 国家 US

  • 入库时间 2022-08-21 12:10:16

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