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    NEURAL PROCESSING UNIT CAPABLE OF SWITCHING ANN MODELS
    1.
    发明公开
    NEURAL PROCESSING UNIT CAPABLE OF SWITCHING ANN MODELS 审中-公开

    公开(公告)号：US20230316040A1

    公开(公告)日：2023-10-05

    申请号：US18312660

    申请日：2023-05-05

    Applicant: DEEPX CO., LTD.

    Inventor： You Jun KIM ,  Ha Joon YU ,  Lok Won KIM

    IPC: G06N3/04

    CPC classification number: G06N3/04

    Abstract: A neural processing unit (NPU) mounted on a movable device for detecting object is provided. The NPU may comprise a plurality of processing elements (PEs), configured to process an operation of a first artificial neural network model (ANN) and an operation of a second ANN different from the first ANN; a memory configured to store a portion of a data of the first ANN and the second ANN; and a controller configured to control the PEs and the memory to selectively perform a convolution operation of the first ANN or the second ANN based on a determination data, wherein the determination data may include an object detection performance data of the first ANN and the second ANN, respectively.

    PROCESSOR FOR COMPENSATING FOR SHAKING OF THE IMAGE BASED ON ARTIFICIAL INTELLIGENCE AND DEVICE INCLUDING THE SAME
    2.
    发明申请
    PROCESSOR FOR COMPENSATING FOR SHAKING OF THE IMAGE BASED ON ARTIFICIAL INTELLIGENCE AND DEVICE INCLUDING THE SAME 有权

    公开(公告)号：US20250030946A1

    公开(公告)日：2025-01-23

    申请号：US18909886

    申请日：2024-10-08

    Applicant: DEEPX CO., LTD.

    Inventor： Lok Won KIM ,  You Jun KIM

    IPC: H04N23/68 ,  G06F18/21 ,  G06N3/063 ,  G06N3/08 ,  G06N5/04

    Abstract: A method for stabilizing an image based on artificial intelligence includes acquiring tremor detection data with respect to the image, the tremor detection data acquired from two or more sensors; outputting stabilization data for compensating for an image shaking, the stabilization data outputted using an artificial neural network (ANN) model trained to output the stabilization data based on the tremor detection data; and compensating for the image shaking using the stabilization data. A camera module includes a lens; an image sensor to output an image captured through the lens; two or more sensors to output tremor detection data with respect to the image; a controller to output stabilization data based on the tremor detection data using an ANN model; and a stabilization unit to compensate for an image shaking using the stabilization data. The ANN model is trained to output the stabilization data based on the tremor detection data.

    NPU AND SYSTEM FOR SWITCHING NEURAL NETWORK MODELS
    3.
    发明申请
    NPU AND SYSTEM FOR SWITCHING NEURAL NETWORK MODELS 有权

    公开(公告)号：US20250036915A1

    公开(公告)日：2025-01-30

    申请号：US18918799

    申请日：2024-10-17

    Applicant: DEEPX CO., LTD.

    Inventor： You Jun KIM ,  Ha Joon YU ,  Lok Won KIM

    IPC: G06N3/04

    Abstract: A neural processing unit (NPU) mounted on a movable device for detecting object is provided. The NPU may comprise a plurality of processing elements (PEs), configured to process an operation of a first artificial neural network model (ANN) and an operation of a second ANN different from the first ANN; a memory configured to store a portion of a data of the first ANN and the second ANN; and a controller configured to control the PEs and the memory to selectively perform a convolution operation of the first ANN or the second ANN based on a determination data, wherein the determination data may include an object detection performance data of the first ANN and the second ANN, respectively.

    METHOD FOR IMAGE STABILIZATION BASED ON ARTIFICIAL INTELLIGENCE AND CAMERA MODULE THEREFOR
    7.
    发明申请
    METHOD FOR IMAGE STABILIZATION BASED ON ARTIFICIAL INTELLIGENCE AND CAMERA MODULE THEREFOR 有权

    公开(公告)号：US20230050618A1

    公开(公告)日：2023-02-16

    申请号：US17885569

    申请日：2022-08-11

    Applicant: DEEPX CO., LTD.

    Inventor： Lok Won KIM ,  You Jun KIM

    IPC: H04N5/232 ,  G06K9/62 ,  G06N3/063 ,  G06N3/08 ,  G06N5/04

    Abstract: A method for stabilizing an image based on artificial intelligence includes acquiring tremor detection data with respect to the image, the tremor detection data acquired from two or more sensors; outputting stabilization data for compensating for an image shaking, the stabilization data outputted using an artificial neural network (ANN) model trained to output the stabilization data based on the tremor detection data; and compensating for the image shaking using the stabilization data. A camera module includes a lens; an image sensor to output an image captured through the lens; two or more sensors to output tremor detection data with respect to the image; a controller to output stabilization data based on the tremor detection data using an ANN model; and a stabilization unit to compensate for an image shaking using the stabilization data. The ANN model is trained to output the stabilization data based on the tremor detection data.

    DISTRIBUTED COMPUTATIONAL SYSTEM AND METHOD FOR ARTIFICIAL NEURAL NETWORK
    8.
    发明公开
    DISTRIBUTED COMPUTATIONAL SYSTEM AND METHOD FOR ARTIFICIAL NEURAL NETWORK 审中-公开

    公开(公告)号：US20240089475A1

    公开(公告)日：2024-03-14

    申请号：US18504522

    申请日：2023-11-08

    Applicant: DEEPX CO., LTD.

    Inventor： Ha Joon YU ,  Lok Won KIM ,  Jung Boo PARK ,  You Jun KIM

    IPC: H04N19/42

    CPC classification number: H04N19/42

    Abstract: According to an example of the present disclosure, a neural processing unit (NPU) capable of encoding is provided. The NPU comprises one or more processing elements (PEs) which perform operations for a plurality of layers of an artificial neural network and generate a plurality of output feature maps. The NPU also comprises an encoder which encodes at least one particular output feature map among a plurality of output feature maps into a bitstream and then transmits thereof.

    PROCESSOR FOR IMAGE STABILIZATION BASED ON ARTIFICIAL INTELLIGENCE AND DEVICE INCLUDING THE SAME
    9.
    发明公开
    PROCESSOR FOR IMAGE STABILIZATION BASED ON ARTIFICIAL INTELLIGENCE AND DEVICE INCLUDING THE SAME 审中-公开

    公开(公告)号：US20230353874A1

    公开(公告)日：2023-11-02

    申请号：US18212684

    申请日：2023-06-21

    Applicant: DEEPX CO., LTD.

    Inventor： Lok Won KIM ,  You Jun KIM

    IPC: H04N23/68 ,  G06N5/04 ,  G06N3/063 ,  G06N3/08 ,  G06F18/21

    CPC classification number: H04N23/683 ,  G06N5/04 ,  G06N3/063 ,  G06N3/08 ,  G06F18/217 ,  H04N23/6812

    Abstract: A method for stabilizing an image based on artificial intelligence includes acquiring tremor detection data with respect to the image, the tremor detection data acquired from two or more sensors; outputting stabilization data for compensating for an image shaking, the stabilization data outputted using an artificial neural network (ANN) model trained to output the stabilization data based on the tremor detection data; and compensating for the image shaking using the stabilization data. A camera module includes a lens; an image sensor to output an image captured through the lens; two or more sensors to output tremor detection data with respect to the image; a controller to output stabilization data based on the tremor detection data using an ANN model; and a stabilization unit to compensate for an image shaking using the stabilization data. The ANN model is trained to output the stabilization data based on the tremor detection data.

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