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    INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM
    12.
    发明申请
    INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM 有权

    公开(公告)号：US20210350178A1

    公开(公告)日：2021-11-11

    申请号：US17278160

    申请日：2019-09-13

    Applicant: Sony Corporation

    Inventor： Hikaru Ikuta ,  Naoki Ide ,  Kazuki Yoshiyama

    IPC: G06K9/62 ,  G06N3/04

    Abstract: It is aimed to facilitate obtaining of a large number of pieces of data for learning that are necessary to obtain a good-quality learning result.
    A feature value of a first dataset is compared with feature values of a predetermined number of second datasets. A determination as to whether or not each of the predetermined number of second datasets is a dataset usable together with the first dataset is made on the basis of the result of the comparison. For example, the determination is made referring to lacking data information associated with the first dataset. For example, information regarding a second dataset having been determined to be the dataset usable together with the first dataset is presented.

    Drive assistance device and drive assistance method, and moving body
    15.
    发明授权
    Drive assistance device and drive assistance method, and moving body 有权

    公开(公告)号：US10768617B2

    公开(公告)日：2020-09-08

    申请号：US15773389

    申请日：2016-08-31

    Applicant: SONY CORPORATION

    Inventor： Shinji Igarashi ,  Naoki Ide ,  Kenta Kawamoto ,  Takuya Fujita ,  Takashi Ogata

    IPC: G05D1/00 ,  B60W50/16 ,  B60W30/182 ,  B60R21/00 ,  G08G1/16 ,  B60W50/14 ,  B60W40/08

    Abstract: Provided is a drive assistance device for assisting driving of a vehicle by using an automatic driving function. Assuming various conditions of the driver, a plurality of notification timings to notify of switching from an automatic driving mode to a manual driving mode is set. Notifying a driver who is drowsing at a notification timing of long premature time allows the driver to have sufficient time margin to be ready for manual driving and to shift to driving action more safely. A driver who is reading a book or operating a smartphone is expected to be able to shift to driving action immediately after a notification, and thus it is sufficient to notify at a notification timing of short premature time, which can reduce inconvenience for the driver.

    Method, non-transitory computer readable storage medium, device and system
    16.
    发明授权
    Method, non-transitory computer readable storage medium, device and system 有权

    公开(公告)号：US10477341B2

    公开(公告)日：2019-11-12

    申请号：US16288660

    申请日：2019-02-28

    Applicant: SONY CORPORATION

    Inventor： Shinichiro Tsuda ,  Takashi Usui ,  Naoki Ide

    IPC: H04W4/02 ,  H04W8/24 ,  G01C21/32 ,  G01C21/36 ,  H04M1/725 ,  H04W4/90

    Abstract: Techniques for controlling updating of information stored on a device, the information including information of a first type and information of a second type. The techniques include determining, using at least one processor, when a first item of information of the first type and a second item of information of the second type are to be updated, wherein the second item of information is to be updated more frequently than the first item of information; and causing the device to update the first and second items of information in accordance with the determination at least in part by wirelessly communicating with at least one other device.

    Program, information processing method, and information processing apparatus
    17.
    发明授权
    Program, information processing method, and information processing apparatus 有权

    公开(公告)号：US11605002B2

    公开(公告)日：2023-03-14

    申请号：US16637269

    申请日：2018-08-02

    Applicant: Sony Corporation

    Inventor： Naoki Ide ,  Yoshiyuki Kobayashi ,  Akira Nakamura ,  Yukio Oobuchi

    IPC: G06N3/08 ,  G06N3/04 ,  G06N3/088

    Abstract: The present technology relates to a program, an information processing method, and an information processing apparatus that make it possible to easily design network.
    A program according to one aspect of the present technology is a program causing a computer to serve as: a generating unit that generates, in response to specification of a data set including data for learning, a network for inference execution and a network for learning corresponding to the data set; and a learning unit that inputs the data for learning to the network for learning and performs learning of the network for inference execution.
    The present technology is applicable to a program that supports network design by Deep Learning.

    Information processing apparatus, information processing method, and program
    18.
    发明授权
    Information processing apparatus, information processing method, and program 有权

    公开(公告)号：US11295455B2

    公开(公告)日：2022-04-05

    申请号：US16471127

    申请日：2018-08-14

    Applicant: SONY CORPORATION

    Inventor： Naoki Ide

    IPC: G06T7/246 ,  G06K9/62 ,  G06N3/08

    Abstract: There is provided an information processing apparatus to reduce the burden of label assignment and achieve learning that is more flexible, the information processing apparatus including: a learning unit configured to perform machine learning using training data to which a constraint label is assigned. The constraint label is a label in which a type of constraint that a normal label is to follow is defined. In addition, there is provided an information processing method including: performing, by a processor, machine learning using training data to which a constraint label is assigned. The constraint label is a label in which a type of constraint that a normal label is to follow is defined.

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