公开(公告)号：US20210124956A1

公开(公告)日：2021-04-29

申请号：US17140150

申请日：2021-01-04

Applicant: Sony Corporation

Inventor： Shingo TAKAMATSU ,  Kenta KAWAMOTO ,  Naoki IDE ,  Yoshiyuki KOBAYASHI

IPC: G06K9/00 ,  B60R21/00 ,  G08G1/09 ,  G08G1/16 ,  G08G1/0967 ,  G08G1/01 ,  G06T7/80 ,  B60W30/09 ,  G05D1/00

Abstract: The object is to provide an information processing apparatus, an information processing method, and a program capable of appropriately handling a difference between detection results of sensors. The solution is an information processing apparatus including: a detection section configured to detect first information regarding a mobile object; an acquisition section configured to acquire second information regarding the mobile object, the second information being detected by an external apparatus; and a control section configured to control processing based on a comparison result of the first information and the second information detected for the same mobile object.

公开(公告)号：US20190035122A1

公开(公告)日：2019-01-31

申请号：US16081235

申请日：2017-01-20

Applicant: SONY CORPORATION

Inventor： Yukio OOBUCHI ,  Naoki IDE ,  Akira FUKUI ,  Yoshiyuki KOBAYASHI ,  Shingo TAKAMATSU

IPC: G06T11/20 ,  G06K9/62 ,  G06T3/40 ,  G06F17/30

Abstract: [Object] To provide an information processing apparatus and an information processing method.[Solution] The information processing apparatus including: a display size decision unit configured to decide a display size of data that is based on learning of a label corresponding to a class, on the basis of a distance between a position of the data arranged on the basis of a likelihood vector obtained by recognition of the data, and a position of a class to which the data belongs; and a communication control unit configured to cause the display size to be transmitted.

公开(公告)号：US20200034977A1

公开(公告)日：2020-01-30

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.

公开(公告)号：US20190043135A1

公开(公告)日：2019-02-07

申请号：US16078340

申请日：2016-12-21

Applicant: SONY CORPORATION

Inventor： Kenta KAWAMOTO ,  Yoshiyuki KOBAYASHI ,  Shingo TAKAMATSU ,  Naoki IDE

IPC: G06Q40/08 ,  G06Q30/08

Abstract: [Object] To provide an information processing apparatus, an information processing method, a program, and a system capable of providing a more appropriate vehicle insurance by selecting a vehicle insurance in accordance with a current situation.[Solution] An information processing apparatus including: a selection section configured to select an insurance to be applied to a vehicle from one or more insurances calculated on a basis of a set vehicle insurance condition, attribute information of the vehicle and a user, and real-time characteristic information of the vehicle which includes movement route information.

公开(公告)号：US20190057309A1

公开(公告)日：2019-02-21

申请号：US16080475

申请日：2017-03-07

Applicant: SONY CORPORATION

Inventor： Yukio OOBUCHI ,  Shingo TAKAMATSU ,  Akira FUKUI ,  Naoki IDE ,  Yoshiyuki KOBAYASHI

IPC: G06N3/08 ,  G06N3/04 ,  G06N3/10

Abstract: There is provided an information processing apparatus which is capable of more efficiently designing a neural network which is fit for processing by a plurality of hardware devices, and an information processing method. The information processing apparatus includes: an acquiring unit configured to acquire restrictions relating to a plurality of hardware devices; and a determining unit configured to perform determination as to whether or not a neural network satisfies the restrictions.

公开(公告)号：US20190050730A1

公开(公告)日：2019-02-14

申请号：US16076396

申请日：2017-01-10

Applicant: SONY CORPORATION

Inventor： Shingo TAKAMATSU ,  Akira FUKUI ,  Naoki IDE ,  Yukio OOBUCHI ,  Yoshiyuki KOBAYASHI

IPC: G06N3/08 ,  G06F17/30 ,  G06F17/18

Abstract: There is provide an information processing device capable of reducing the time taken for selection of the learning setting, the information processing device including: a data acquisition unit configured to acquire a learning setting corresponding to information related to previous learning processing in which a degree of similarity with information related to learning processing specified by a user is higher than a predetermined degree of similarity as a learning setting to be recommended to the user; and a display control unit configured to control display corresponding to the learning setting to be recommended.

公开(公告)号：US20180170372A1

公开(公告)日：2018-06-21

申请号：US15579709

申请日：2016-05-20

Applicant: SONY CORPORATION

Inventor： Shingo TAKAMATSU ,  Kenta KAWAMOTO ,  Naoki IDE ,  Yoshiyuki KOBAYASHI

IPC: B60W30/095 ,  G08G1/16 ,  G07C5/08

CPC classification number: B60W30/0953 ,  B60R21/00 ,  G07C5/08 ,  G08G1/16

Abstract: [Object] To provide an information processing apparatus, an information processing method, and a program capable of providing more useful information to a driver.[Solution] An information processing apparatus including: a prediction section configured to predict accident probability of a vehicle driven by a user; and an output control section configured to cause information to be output to the user, the information corresponding to a factor that increases the accident probability predicted by the prediction section.

公开(公告)号：US20180082214A1

公开(公告)日：2018-03-22

申请号：US15566284

申请日：2016-12-13

Applicant: SONY CORPORATION

Inventor： Yoshiyuki KOBAYASHI ,  Akira FUKUI ,  Naoki IDE ,  Yukio OOBUCHI ,  Shingo TAKAMATSU

IPC: G06N99/00 ,  G06F9/50

CPC classification number: G06N20/00 ,  G06F9/5011 ,  G06F9/5072 ,  G06F9/5083

Abstract: There is provided an information processing device capable of intuitively adding a hardware resource intended to execute the learning, the information processing device including: a display control unit configured to control display of information indicating progress of a learning process and an addition button used to add dynamically a second hardware resource intended to execute the learning process to a first hardware resource on which the learning process is being executed.

公开(公告)号：US20200184341A1

公开(公告)日：2020-06-11

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

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.

公开(公告)号：US20190333380A1

公开(公告)日：2019-10-31

申请号：US16505721

申请日：2019-07-09

Applicant: Sony Corporation

Inventor： Yoshiyuki KOBAYASHI ,  Kenta KAWAMOTO ,  Naoki IDE ,  Shingo TAKAMATSU

IPC: G08G1/0965 ,  G08G1/0962 ,  G08G1/04 ,  G08G1/01 ,  G08G1/09 ,  G08G1/00

Abstract: [Object] To provide an information processing apparatus, an information processing method, and a program capable of efficiently using information regarding a user evaluation of a target vehicle.[Solution] An information processing apparatus including: a recognition section configured to automatically recognize information of a target vehicle from environment information of a user; an acquisition section configured to acquire a user evaluation of the recognized target vehicle; and a generation section configured to generate information for issuing a notification of the acquired user evaluation.