公开(公告)号：US11948326B2

公开(公告)日：2024-04-02

申请号：US18317642

申请日：2023-05-15

Applicant: DEEPX CO., LTD.

Inventor： Ha Joon Yu ,  You Jun Kim ,  Lok Won Kim

IPC: G06T7/00 ,  G06T3/40 ,  G06T7/11 ,  G06T7/20 ,  G06T7/70 ,  G06V10/764 ,  G06V10/771 ,  H04N23/61 ,  H04N23/67 ,  H04N23/69 ,  H04N23/695

CPC classification number: G06T7/70 ,  G06T3/40 ,  G06T7/11 ,  G06T7/20 ,  G06V10/764 ,  G06V10/771 ,  H04N23/61 ,  H04N23/67 ,  H04N23/69 ,  H04N23/695 ,  G06T2207/20084 ,  G06V2201/07

Abstract: An electronic device mounted on a fixed or a movable apparatusapparatus is provided. The electronic device may comprise an image signal processor (ISP) for at least one camera; a neural processing unit (NPU), including a plurality of processing elements (PEs), configured to: process an operation of an artificial neural network model trained to detect or track at least one object, based on an input feature map generated from at least one image, which is acquired via the ISP from the at least one camera, and output an inference result; and a signal generator generating a signal applicable to the at least one camera or the ISP.

公开(公告)号：US11750927B2

公开(公告)日：2023-09-05

申请号：US17885569

申请日：2022-08-11

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 ,  G06F18/217 ,  G06N3/063 ,  G06N3/08 ,  G06N5/04 ,  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.

公开(公告)号：US12126902B2

公开(公告)日：2024-10-22

申请号：US18212684

申请日：2023-06-21

Applicant: DEEPX CO., LTD.

Inventor： Lok Won Kim ,  You Jun Kim

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

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

公开(公告)号：US12154018B2

公开(公告)日：2024-11-26

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

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.

公开(公告)号：US11928836B2

公开(公告)日：2024-03-12

申请号：US18317595

申请日：2023-05-15

Applicant: DEEPX CO., LTD.

Inventor： Ha Joon Yu ,  You Jun Kim ,  Lok Won Kim

IPC: G06T7/70 ,  G06T3/40 ,  G06T7/11 ,  G06T7/20 ,  G06V10/764 ,  G06V10/771 ,  H04N23/61 ,  H04N23/67 ,  H04N23/69 ,  H04N23/695

CPC classification number: G06T7/70 ,  G06T3/40 ,  G06T7/11 ,  G06T7/20 ,  G06V10/764 ,  G06V10/771 ,  H04N23/61 ,  H04N23/67 ,  H04N23/69 ,  H04N23/695 ,  G06T2207/20084 ,  G06V2201/07

Abstract: An electronic device mounted on a fixed or a movable apparatus is provided. The electronic device may comprise a neural processing unit (NPU), including a plurality of processing elements (PEs), configured to process an operation of an artificial neural network model trained to detect or track at least one object and output an inference result based on at least one image acquired from at least one camera; and a signal generator generating a signal applicable to the at least one camera.