PLACEMENT LOCATION OBTAINING METHOD, MODEL TRAINING METHOD, AND RELATED DEVICE

    公开(公告)号:US20230342715A1

    公开(公告)日:2023-10-26

    申请号:US18216221

    申请日:2023-06-29

    CPC classification number: G06Q10/087 G06N20/00

    Abstract: This application discloses a placement location obtaining method, a model training method, and a related device. The method includes: obtaining first size information of an unoccupied area in an accommodation space and second size information of a first object; generating M candidate placement locations based on the first size information and N pieces of second size information, where one candidate placement location indicates one placement location of one determined first object in the unoccupied area; generating a first score value of each candidate placement location based on the first size information by using a first machine learning model; and selecting a first placement location from the M candidate placement locations based on the first score value. This avoids excessive dependence on experience of a technical person, and improves an automation level and efficiency of placing/loading an object in the warehousing and/or logistics field.

    METHOD AND APPARATUS FOR DETERMINING VIDEO QUALITY, AND METHOD AND APPARATUS FOR LOCATING NETWORK FAULT

    公开(公告)号:US20190124378A1

    公开(公告)日:2019-04-25

    申请号:US16219434

    申请日:2018-12-13

    Abstract: The present invention provides a method and an apparatus for determining video quality, and a method and an apparatus for locating a network fault. The method for determining video quality includes: obtaining a network key performance indicator KPI parameter on a first network device of a plurality of network devices, where the network KPI parameter includes a first round trip time RTT between a head-end device and the first network device; determining a Transmission Control Protocol TCP throughput of the first network device based on the network KPI parameter on the first network device; and determining video quality on the first network device based on the TCP throughput and a played video amount of the first network device. The present invention can accurately determine quality of a video transmitted by using the TCP protocol and accurately locate the network fault.

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