首页|Patent Issued for Audiovisual detection of expectation violations in disparate h ome automation systems (USPTO 11954900)
Patent Issued for Audiovisual detection of expectation violations in disparate h ome automation systems (USPTO 11954900)
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Reporters obtained the following quote from the background information supplied by the inventors: “1. Field of the Invention“The described embodiments generally relate to automation systems specifically t o detecting anomaliesby audiovisual capture of an automation system, training a n unsupervised machine learning model andgenerating contrastive output of nomin al and exceptional observations.”In addition to obtaining background information on this patent, NewsRx editors a lso obtained theinventors’ summary information for this patent: “Anomaly detect ion in heterogenous autonomous systemsis achieved by several new and non-obviou s systems. A first system extrapolates observations made of ahome automation sy stem to detect expectation violations and initiate communications or even remedi alaction. A second system approach executes a scripted training mode of a first home automation systemto provide detectable cues to a second home automation s ystem to provide a logical bridge betweenmodalities in operation in the first s ystem and environmental changes detectable in the second system.A third system approach trains the second home automation on expectations for nominal operation ofthe first system by unscripted training of a model during which time both sy stems are presumed to beoperating properly.
Autonomous SystemCyborgsEmerging Tec hnologiesMachine LearningUniversity of Central Florida Research Foundation I nc.
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