Electronic apparatus for object recognition and control method thereof

    公开(公告)号:US11151357B2

    公开(公告)日:2021-10-19

    申请号:US16890337

    申请日:2020-06-02

    IPC分类号: G06K9/00

    摘要: An electronic apparatus is disclosed. The electronic apparatus includes a sensor, a camera, a memory, a camera and a processor. The memory stores a plurality of artificial intelligence models trained to identify objects and stores information on a map. The first processor provides, to the second processor, area information on an area in which the electronic apparatus is determined, based on sensing data obtained from the sensor, to be located, from among a plurality of areas included in the map. The second processor loads at least one artificial intelligence model of the plurality of artificial intelligence models to the volatile memory based on the area information and identifies an object by inputting the image obtained through the camera to the loaded artificial intelligence model.

    ELECTRONIC DEVICE FOR RECOGNIZING OBJECT AND OPERATING METHOD THEREOF

    公开(公告)号:US20220004805A1

    公开(公告)日:2022-01-06

    申请号:US17328626

    申请日:2021-05-24

    IPC分类号: G06K9/62 G06K9/00

    摘要: A method of performing object recognition is performed by an electronic device and includes obtaining a spatial map of a space, using a first recognition model, recognizing one or more objects in the space, to obtain first object information of the objects, and dividing the space into a plurality of subset spaces, based on the obtained spatial map and the obtained first object information. The method further includes determining at least one second recognition model to be allocated to each of the plurality of subset spaces into which the space is divided, based on characteristic information of each of the plurality of subset spaces, and using the determined at least one second recognition model allocated to each of the plurality of subset spaces, performing object recognition on each of the plurality of subset spaces, to obtain second object information.

    ELECTRONIC APPARATUS FOR OBJECT RECOGNITION AND CONTROL METHOD THEREOF

    公开(公告)号:US20200380242A1

    公开(公告)日:2020-12-03

    申请号:US16890337

    申请日:2020-06-02

    IPC分类号: G06K9/00

    摘要: An electronic apparatus is disclosed. The electronic apparatus includes a sensor, a camera, a memory, a camera and a processor. The memory stores a plurality of artificial intelligence models trained to identify objects and stores information on a map. The first processor provides, to the second processor, area information on an area in which the electronic apparatus is determined, based on sensing data obtained from the sensor, to be located, from among a plurality of areas included in the map. The second processor loads at least one artificial intelligence model of the plurality of artificial intelligence models to the volatile memory based on the area information and identifies an object by inputting the image obtained through the camera to the loaded artificial intelligence model.

    ARTIFICIAL INTELLIGENCE (AI) ENCODING APPARATUS AND METHOD AND AI DECODING APPARATUS AND METHOD FOR REGION OF OBJECT OF INTEREST IN IMAGE

    公开(公告)号:US20230276070A1

    公开(公告)日:2023-08-31

    申请号:US18195221

    申请日:2023-05-09

    摘要: An artificial intelligence (AI) encoding apparatus includes a memory storing one or more instructions, and a processor configured to execute the one or more instructions stored in the memory to identify an object region of interest in an original image, obtain, from the original image, a plurality of original part images respectively including the object region of interest and a non-interest region, obtain a plurality of first images by performing AI scaling on the plurality of original part images through a scaling neural network (NN) that is configured to operate with NN setting information selected from among a plurality of pieces of NN setting information, at least based on whether the plurality of original part images include the object region of interest or the non-interest region, generate image data by encoding the plurality of first images, and transmit the image data, and AI data including information related to the AI scaling.

    Moving device and object detection method thereof

    公开(公告)号:US11428801B2

    公开(公告)日:2022-08-30

    申请号:US16690486

    申请日:2019-11-21

    摘要: A moving device and an object detection method thereof are provided. A method, performed by a moving device, of generating a map related to an object in a task space includes radiating at least one sensing signal toward aboveground and underground regions in a vicinity of the moving device, receiving signals reflected from an aboveground object located on a ground in the task space and an underground object located under the ground in the task space, and generating the map indicating distribution of the aboveground object and distribution of the underground object, based on the received reflected signals.