公开(公告)号：US20230133989A1

公开(公告)日：2023-05-04

申请号：US18090639

申请日：2022-12-29

Applicant: Panasonic Intellectual property Management Co., Ltd.

Inventor： Masaki TAKAHASHI ,  Yohei NAKATA ,  Yasunori ISHII ,  Tomoyuki OKUNO

IPC: G06F9/48

Abstract: An information processing apparatus includes: an obtainer that obtains sensing data; a common neutral network (NN) that inputs the sensing data into an inference model to obtain a result of inference and information on a processing time for a plurality of tasks subsequent to the processing performed by the inference model; and an NN inference computation management unit that determines a task schedule for a task processing unit that processes the plurality of subsequent tasks to process the plurality of subsequent tasks on the basis of the information on the processing time for the plurality of subsequent tasks and inputs the result of the inference into the task processing unit to process the plurality of subsequent tasks according to the determined task schedule.

公开(公告)号：US20210342631A1

公开(公告)日：2021-11-04

申请号：US17375288

申请日：2021-07-14

Applicant: Panasonic Intellectual Property Management Co., Ltd.

Inventor： Masaki TAKAHASHI ,  Kazunobu ISHIKAWA ,  Yusuke TSUKAMOTO ,  Yasunori ISHII

IPC: G06K9/62 ,  G06N3/08 ,  G06N3/04

Abstract: An information processing method is executed by a computer and includes acquiring a first recognition result that is output as a result of inputting sensing data to a first recognition model trained through machine learning, acquiring reference data for the sensing data, determining a difference in class of a recognition target between the first recognition result and the reference data, generating an additional class for the first recognition model when the difference satisfies a predetermined condition, and outputting the sensing data or processed data obtained by processing the sensing data as training data for the additional class.

公开(公告)号：US20210365731A1

公开(公告)日：2021-11-25

申请号：US17398168

申请日：2021-08-10

Applicant: Panasonic Intellectual Property Management Co., Ltd.

Inventor： Masaki TAKAHASHI ,  Kazunobu ISHIKAWA ,  Yusuke TSUKAMOTO ,  Shota ONISHI

IPC: G06K9/62 ,  G06K9/34 ,  G06N20/00

Abstract: An information processing method includes the following executed by a computer: acquiring a first image and object data of an object appearing in the first image, extracting a portion of the first image that corresponds to a difference between the object data and an object detection result obtained by inputting the first image to a trained model, the trained model receiving an image as input to output an object detection result, acquiring a second image that includes a portion corresponding to the same object data as object data corresponding to the extracted portion of the first image, reflecting an image based on the extracted portion of the first image in the portion of the acquired second image that corresponds to the same object data, and generating training data for the trained model.

公开(公告)号：US20190281430A1

公开(公告)日：2019-09-12

申请号：US16295469

申请日：2019-03-07

Applicant: Panasonic Intellectual Property Management Co., Ltd.

Inventor： Masaki TAKAHASHI ,  Kazunobu ISHIKAWA ,  Takuya YAMAGUCHI

IPC: H04W4/44 ,  H04W4/38 ,  G06K9/62 ,  G06K9/00

Abstract: An information processing apparatus is configured to cause a first recognizer to execute a first recognition process that takes sensor information as input, and a second recognizer to execute a second recognition process that takes the sensor information as input, the second recognizer being configured to operate under different capability conditions from the first recognizer; determine one of a transmission necessity and a transmission priority of the sensor information depending on a difference between a first recognition result of the first recognition process and a second recognition result of the second recognition process; and transmit the sensor information to a server apparatus according to the determined one of the transmission necessity and the transmission priority.