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Neural network image curation control

机译:神经网络图像策展控制

摘要

Neural network image curation techniques are described. In one or more implementations, curation is controlled of images that represent a repository of images. A plurality of images of the repository are curated by one or more computing devices to select representative images of the repository. The curation includes calculating a score based on image and face aesthetics, jointly, for each of the plurality of images through processing by a neural network, ranking the plurality of images based on respective said scores, and selecting one or more of the plurality of images as one of the representative images of the repository based on the ranking and a determination that the one or more said images are not visually similar to images that have already been selected as one of the representative images of the repository.
机译:描述了神经网络图像管理技术。在一个或多个实施方式中,对代表图像库的图像进行控制。一个或多个计算设备对存储库的多个图像进行策展,以选择存储库的代表性图像。策展包括:通过神经网络的处理,针对多个图像中的每个图像,共同基于图像和面部美感计算得分;基于相应的所述得分对多个图像进行排名;以及选择多个图像中的一个或多个根据排名和确定一个或多个所述图像在视觉上与已经被选择为储存库的代表图像之一的图像不同的图像,将其作为储存库的代表图像之一。

著录项

  • 公开/公告号US9817847B2

    专利类型

  • 公开/公告日2017-11-14

    原文格式PDF

  • 申请/专利权人 ADOBE SYSTEMS INCORPORATED;

    申请/专利号US201715470473

  • 发明设计人 XIAOHUI SHEN;XIN LU;ZHE LIN;RADOMIR MECH;

    申请日2017-03-27

  • 分类号G06K9;G06F17/30;G06N3/04;G06N3/08;G06K9/66;G06K9/03;G06K9/62;

  • 国家 US

  • 入库时间 2022-08-21 12:56:55

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