Robotics & Machine Learning Daily News2024,Issue(Nov.15) :148-151.

Patent Issued for Reducing a search space for item identification using machine learning (USPTO 12131516)

使用机器学习减少项目识别搜索空间的专利(USPTO 12131516)

Robotics & Machine Learning Daily News2024,Issue(Nov.15) :148-151.

Patent Issued for Reducing a search space for item identification using machine learning (USPTO 12131516)

使用机器学习减少项目识别搜索空间的专利(USPTO 12131516)

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摘要

从发明人提供的背景资料中,新闻记者得出了以下结论:报价:“识别和跟踪空间采购订单内的物体面临若干技术挑战。”例如,标识可用于以后标识图像中的项的项的不同特征当图像包含多个项时,计算非常密集。此过程可能涉及身份识别图像中的单个项目,然后将项目的特征与图像中的每个项目进行比较可能包含数千项的数据库。除了计算密集型之外,这个过程需要相当长的时间,这意味着这个过程与实际时间不兼容申请。当我试图同时识别和跟踪多个项目。

Abstract

From the background information supplied by the inventors, news correspondents o btained the followingquote: “Identifying and tracking objects within a space po ses several technical challenges. Forexample, Identifying different features of an item that can be used to later identify the item in an imageis computationa lly intensive when the image includes several items. This process may involve id entifyingan individual item within the image and then comparing the features fo r an item against every item in adatabase that may contain thousands of items. In addition to being computationally intensive, this processrequires a signific ant amount of time which means that this process is not compatible with real-tim eapplications. This problem becomes intractable when trying to simultaneously i dentify and track multipleitems.”

Key words

7-Eleven Inc./Business/Cyborgs/Emergi ng Technologies/Machine Learning

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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