公开(公告)号：US20230206581A1

公开(公告)日：2023-06-29

申请号：US18066695

申请日：2022-12-15

Applicant: Samsung Electronics Co., Ltd.

Inventor： Juyong SONG ,  Byeongcheol KANG ,  Youngchul SOHN ,  Ilgu KANG ,  Sunghyun CHOI

IPC: G06V10/22 ,  G06V10/774

CPC classification number: G06V10/22 ,  G06V10/774

Abstract: An electronic device for detecting a target object is configured to obtain a plurality of first candidate boxes corresponding to a first object and a plurality of second candidate boxes corresponding to a second object by applying an image is provided. The electronic device includes the first object and the second object to an artificial intelligence model, wherein the artificial intelligence model is trained to use a loss function for reducing a size difference between candidate boxes corresponding to two adjacent objects to determine sizes of the candidate boxes.

公开(公告)号：US20220404956A1

公开(公告)日：2022-12-22

申请号：US17875083

申请日：2022-07-27

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Inkwon CHOI ,  Jungmin KWON ,  Chiyoun PARK ,  Youngchul SOHN ,  Byeongcheol KANG ,  Ilgu KANG ,  Jeongseop KIM ,  Hyunseo PARK ,  Juyong SONG ,  Kangwook LEE ,  Joohyung LEE ,  Dongjae LIM ,  Donguk JU ,  Sunghyun CHOI ,  Gyujeong HWANG

IPC: G06F3/04842 ,  G06F3/16

Abstract: Provided are an electronic device for navigating an application screen, and an operating method thereof. The method may include receiving a user input; determining, based on the user input, a user intent for controlling the electronic device; determining a command for performing a control operation corresponding to the user intent as a goal; identifying elements of a user interface on the screen of the application; determining, based on the user intent and the elements of the user interface, at least one sub-goal for executing the command; and executing the command by performing at least one task corresponding to the at least one sub-goal, wherein the at least one sub-goal is changeable based on a validation of an operation of navigating the application for executing the command, and the at least one task includes units of action for navigating the application.

公开(公告)号：US20210174137A1

公开(公告)日：2021-06-10

申请号：US17113615

申请日：2020-12-07

Applicant: Samsung Electronics Co., Ltd.

Inventor： Jaehong KIM ,  Juyong SONG ,  Hyunjoo JUNG ,  Jungwook KIM

IPC: G06K9/62 ,  G06N3/04 ,  G06F8/61 ,  G06F21/31

Abstract: An electronic device and a controlling method of an electronic device are provided. The electronic device includes identifying whether each of one or more neural network models included in a first external device is suitable for hardware of the electronic device and whether each of the one or more neural network models identified as suitable for the hardware of the electronic device is suitable to replace the neural network models included in the electronic device, based on first device information on a hardware specifications of the electronic device, second device information on a hardware specification of the first external device, first model information on the one or more neural network models included in the first external device, and second model information on the one or more neural network models included in the electronic device.

公开(公告)号：US20230205556A1

公开(公告)日：2023-06-29

申请号：US18146592

申请日：2022-12-27

Applicant: Samsung Electronics Co., Ltd.

Inventor： Jungmin KWON ,  Chiyoun PARK ,  Byeongcheol KANG ,  Hyunseo PARK ,  Youngchul SOHN ,  Juyong SONG

IPC: G06F9/451 ,  G06F18/231

CPC classification number: G06F9/451 ,  G06F18/231 ,  G06F2123/02

Abstract: A method of analyzing an application screen is provided. The method includes generating a plurality of links for a plurality of user interface (UI) elements included in the application screen, generating a UI map for each of at least one primitive action, which is a user input for navigating the application screen, based on the plurality of links, and identifying a position of a focus indicating a UI element with which a user is to interact among the plurality of UI elements. The UI map includes a route via which the position of the focus moves between the plurality of UI elements by the at least one primitive action.

公开(公告)号：US20210124909A1

公开(公告)日：2021-04-29

申请号：US17035986

申请日：2020-09-29

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Jungwook KIM ,  Jaedeok KIM ,  Juyong SONG ,  Junho RIM ,  Jaewook SHIN ,  Aeran LIM

IPC: G06K9/00 ,  G06K9/62 ,  G06F9/451

Abstract: The electronic device includes a camera, a non-volatile memory storing at least one instruction and a plurality of object recognition models, a volatile memory, and a processor, connected to the non-volatile memory, the volatile memory, and the camera, and configured to control the electronic device. The processor, by executing the at least one instruction, is configured to, based on an operation mode of the electronic device, load, to the volatile memory, a hierarchical object recognition model having a hierarchical structure corresponding to the operation mode, the hierarchical object recognition model including objection recognition models among the plurality of object recognition models, obtain information on an object by inputting an object image obtained through the camera to the hierarchical object recognition model, and determine an operation of the electronic device based on the information on the object.

公开(公告)号：US20240193238A1

公开(公告)日：2024-06-13

申请号：US18582006

申请日：2024-02-20

Applicant: Samsung Electronics Co., Ltd.

Inventor： Jaehong KIM ,  Juyong SONG ,  Hyunjoo JUNG ,  Jungwook KIM

IPC: G06F21/31 ,  G06F8/61 ,  G06F18/20 ,  G06N3/045 ,  G06V10/764 ,  G06V10/82

CPC classification number: G06F21/31 ,  G06F8/61 ,  G06F18/285 ,  G06N3/045 ,  G06V10/764 ,  G06V10/82

Abstract: An electronic device and a controlling method of an electronic device are provided. The electronic device includes identifying whether each of one or more neural network models included in a first external device is suitable for hardware of the electronic device and whether each of the one or more neural network models identified as suitable for the hardware of the electronic device is suitable to replace the neural network models included in the electronic device, based on first device information on a hardware specifications of the electronic device, second device information on a hardware specification of the first external device, first model information on the one or more neural network models included in the first external device, and second model information on the one or more neural network models included in the electronic device.

公开(公告)号：US20220188452A1

公开(公告)日：2022-06-16

申请号：US17516036

申请日：2021-11-01

Applicant: Samsung Electronics Co., Ltd.

Inventor： Juyong SONG ,  Ilgu KANG ,  Chiyoun PARK ,  Dongjae LIM ,  Hyunjoo JUNG ,  Sunghyun CHOI ,  Jungwook KIM

IPC: G06F21/62 ,  G06N3/08 ,  G06F16/583 ,  G06F16/55 ,  G06F16/587 ,  G06F21/10

Abstract: An electronic device and a method for controlling thereof is provided. The electronic device includes a memory including a neural network model, a display, a communicator including circuitry, and a processor configured to identify, based on a user command to transmit a first image to an external device being input, whether private information of a user is included in the first image by inputting the first image in the neural network model, based on identifying that private information of the user is included in the first image, display a first user interface (UI) asking whether to process at least one private information based on the private information included in the first image, and based on a user command input through the first UI, process the first image and control the communicator to transmit the processed to the external device.

公开(公告)号：US20210065000A1

公开(公告)日：2021-03-04

申请号：US17006120

申请日：2020-08-28

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Juyong SONG ,  Jaedeok Kim ,  Jungwook Kim

IPC: G06N3/08 ,  G06N3/04 ,  G06K9/62 ,  G06F9/54 ,  H04L29/08

Abstract: An electronic apparatus includes at least one memory configured to store at least one instruction and a first neural network model; a communicator comprising communication circuitry; and at least one processor configured to execute the at least one instruction to: receive, from an external electronic device, information on a second neural network model stored in the external electronic device through the communicator; compare the first neural network model with the second neural network model based on the information on the second neural network model; and control the communicator to transmit, to the external electronic device, information on a weight between nodes of the first neural network model based on comparison between the second neural network model and the first neural network model.