公开(公告)号：US20250068920A1

公开(公告)日：2025-02-27

申请号：US18726426

申请日：2023-01-10

Applicant: Sony Group Corporation

Inventor： Masakazu YOSHIMURA ,  Atsushi IRIE ,  Junji OTSUKA

IPC: G06N3/092 ,  G06V10/82

Abstract: There is provided an information processing to implement highly efficient and highly accurate feedback with the calculation amount suppressed. The information processing device includes a processing unit that executes processing using a neural network, in which the processing unit performs feedback related to a plurality of function parameters respectively used in a plurality of intermediate layers in the neural network on the basis of an output from the intermediate layers.

公开(公告)号：US20220091695A1

公开(公告)日：2022-03-24

申请号：US17420284

申请日：2020-01-22

Applicant: SONY GROUP CORPORATION

Inventor： Eisuke FUJINAWA ,  Tetsuo IKEDA ,  Seishi TOMONAGA ,  Junji OTSUKA ,  Atsushi IRIE ,  Yugo SATO ,  Kenji GOTOH

IPC: G06F3/042 ,  G06F3/041

Abstract: There is provided an information processing apparatus, an information processing method, and a program for enabling improvement of operability in a case of performing a user operation on surfaces of various real objects. The information processing apparatus includes an operation pattern control unit configured to control an operation pattern in an operation area on a surface of a real object on the basis of information indicating a characteristic of the operation area. The operation pattern includes, for example, at least one of a method of inputting operation data in the operation area or a method of detecting the operation data. The present technology can be applied to, for example, a system using augmented reality (AR).

公开(公告)号：US20250069377A1

公开(公告)日：2025-02-27

申请号：US18727106

申请日：2023-01-25

Applicant: Sony Group Corporation

Inventor： Junji OTSUKA ,  Atsushi IRIE ,  Masakazu YOSHIMURA

IPC: G06V10/776 ,  G06V10/774 ,  G06V10/98 ,  G06V20/70 ,  G10L15/01 ,  G10L15/06

Abstract: An information processing apparatus according to an embodiment of the present technology includes a generation unit, an evaluation unit, and an update unit. The generation unit generates input data on the basis of a predetermined parameter. The evaluation unit generates evaluation data on the basis of first output data that includes evaluation target data and is output by inputting first input data generated by the generation unit to a first recognition model, and second output data that includes a pseudo label as a pseudo correct answer of the evaluation target data and is output by inputting second input data generated by the generation unit to a second recognition model. The update unit updates the predetermined parameter on the basis of the evaluation data.

公开(公告)号：US20220377294A1

公开(公告)日：2022-11-24

申请号：US17773439

申请日：2020-11-13

Applicant: SONY GROUP CORPORATION

Inventor： Tetsuo IKEDA ,  Atsushi IRIE ,  Kenji GOTOH ,  Yohsuke KAJI ,  Eisuke FUJINAWA ,  Seishi TOMONAGA ,  Tadayoshi MURAKAMI

IPC: H04N9/31 ,  G06F3/01

Abstract: There is provided an information processing device, an information processing method, and a program that enable information presentation with high usability. On the basis of presentation location information regarding a change in state of a presentation location where presentation information is presented and at least one piece of information out of processing information regarding processing for generating the presentation information, user information regarding a response of a user to the processing, and environment information regarding a state of an environment of the presentation location, control of at least one state of a presentation state of the presentation information and a state of the processing is performed. The present technology can be applied as a projection device for the inside of a vehicle, a conference room, or the like.

公开(公告)号：US20230169754A1

公开(公告)日：2023-06-01

申请号：US17920276

申请日：2021-03-18

Applicant: SONY GROUP CORPORATION

Inventor： Atsushi IRIE ,  Christopher WRIGHT ,  Bernadette ELLIOT-BOWMAN ,  Harm CRONIE

IPC: G06V10/764 ,  G06T5/50 ,  G06V10/74

CPC classification number: G06V10/764 ,  G06T5/50 ,  G06V10/761 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/20221

Abstract: There is provided an information processing device to improve the accuracy of estimation using a student network, the information processing device including an estimation unit that estimates an object class of an object included in an input image using a student network generated based on a teacher network generated by machine learning using images stored in a large-scale image database as training data. The student network is generated by machine learning using, as training data, synthetic images obtained using the teacher network and real environment images acquired by a plurality of different modalities in a real environment in which estimation by the estimation unit is expected to be executed.

公开(公告)号：US20220334674A1

公开(公告)日：2022-10-20

申请号：US17760617

申请日：2020-07-13

Applicant: SONY GROUP CORPORATION

Inventor： Atsushi IRIE ,  Natsuko OZAKI ,  Satoshi OZAKI

IPC: G06F3/042 ,  G06F3/01

Abstract: An information processing apparatus according to an embodiment of the present technology includes: a selection unit. The selection unit selects, on the basis of a difference between first position information detected by a ranging sensor with respect to a target portion included in a body and second position information estimated by machine learning with respect to the target portion, the first position information or the second position information. As a result, it is possible to recognize the target portion with high accuracy.