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AUTOMATIC VISUAL AND ACOUSTIC ANALYTICS FOR EVENT DETECTION

机译:用于事件检测的自动视觉和听觉分析

摘要

Systems and methods are provided for detecting events in industrial processes. An acquisition system may include one of a camera and an audio recorder to acquire monitoring data in the form of one of imaging data and acoustic data, respectively. A computer system, may include a machine learning engine and may be programmed to classify the monitoring data under a classifier, quantify, based on the classifier, the monitoring data with at least one quantifier, and detect an event when the at least one quantifier satisfies a predetermined rule corresponding to the at least one quantifier.
机译:提供了用于检测工业过程中的事件的系统和方法。采集系统可以包括照相机和录音机之一,以分别以成像数据和声学数据之一的形式采集监视数据。一种计算机系统,可以包括机器学习引擎,并且可以被编程为在分类器下对监视数据进行分类,基于分类器,用至少一个量化器对监视数据进行量化,以及在至少一个量化器满足时检测事件。对应于至少一个量词的预定规则。

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