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SYSTEM FOR IMMERSIVE DEEP LEARNING IN A VIRTUAL REALITY ENVIRONMENT

机译:虚拟现实环境下的沉浸式深度学习系统

摘要

Systems, computer program products, and methods are described herein for immersive deep learning in a virtual reality environment. The present invention is configured to electronically receive, via the extended reality platform, an image of a financial resource; electronically receive, via the extended reality platform, a first user input selecting a machine learning model type; electronically receive, via the extended reality platform, a second user input selecting one or more interaction options; initiate a machine learning model on the image; extract, using the machine learning model, one or more features associated with the image; generate, using the saliency map generator, a saliency map for the image by superimposing the one or more features on the image; and transmit control signals configured to cause the computing device associated with the user to display, via the extended reality platform, the saliency map associated with the image
机译:本文描述了在虚拟现实环境中进行沉浸式深度学习的系统、计算机程序产品和方法。本发明被配置为经由扩展现实平台以电子方式接收金融资源的图像;通过扩展现实平台以电子方式接收选择机器学习模型类型的第一用户输入;通过扩展现实平台以电子方式接收选择一个或多个交互选项的第二用户输入;在图像上启动机器学习模型;使用机器学习模型提取与图像相关联的一个或多个特征;通过将一个或多个特征叠加在图像上,使用显著图生成器生成图像的显著图;以及发送控制信号,该控制信号被配置为使得与用户相关联的计算设备经由扩展现实平台显示与图像相关联的显著性地图

著录项

  • 公开/公告号US2022108495A1

    专利类型

  • 公开/公告日2022-04-07

    原文格式PDF

  • 申请/专利权人 BANK OF AMERICA CORPORATION;

    申请/专利号US202017060115

  • 发明设计人 MADHUSUDHANAN KRISHNAMOORTHY;

    申请日2020-10-01

  • 分类号G06T11;G06K9/46;G06F3/01;G06F3/0481;G06K9/62;

  • 国家 US

  • 入库时间 2022-08-25 00:23:01

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