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公开(公告)号：US11544505B1
公开(公告)日：2023-01-03
申请号：US16829402
申请日：2020-03-25
Applicant: Alarm.com Incorporated
Inventor： Allison Beach , Benjamin Asher Berg , Sung Chun Lee , Sima Taheri , Sravanthi Bondugula , Nafiseh Salmani Niyasar , Gang Qian
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for semi-supervised training of an object recognition model. The methods, systems, and apparatus include a monitoring system including a camera located at a property and configured to generate images and one or more computers and one or more storage devices storing instructions that are operable, when executed by the one or more computers, to cause the one or more computers to perform actions of determining a cluster of images meets a threshold for number of included images and a threshold for cluster tightness. A representative image of the cluster is selected and a query including the representative image of the cluster is provided. User feedback responsive to the query is received and an object recognition model is updated based on the user feedback.
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