METHOD AND APPARATUS OF TRAINING OBJECT DETECTION NETWORK AND OBJECT DETECTION METHOD AND APPARATUS

    公开(公告)号:US20220277541A1

    公开(公告)日:2022-09-01

    申请号:US17613442

    申请日:2021-02-26

    Abstract: A method of training an object detection network, an object detection method and related apparatuses are provided. The training method includes: inputting a training image into a to-be-trained object detection network to obtain detection information of a target object, where the detection information includes a detection class of the target object, a detection position of a detection box of the target object, and a detection position of a landmark of the target object; calculating a total loss function of the to-be-trained object detection network, where the total loss function is calculated according to a loss function of the detection class of the target object, a loss function of the detection position of the detection box of the target object, and a loss function of the detection position of the landmark of the target object; and adjusting a parameter of the to-be-trained object detection network according to the total loss function.

    Distance measurement method, distance measurement apparatus, and computer-program product

    公开(公告)号:US12236636B2

    公开(公告)日:2025-02-25

    申请号:US17761183

    申请日:2021-05-31

    Abstract: A distance measurement method is provided. The distance measurement method includes obtaining an image of a target device, the image of the target device including a target object of a first color and a background object of a second color, the first color being different from the second color; processing the image of the target device to obtain a processed image, the processed image including a processed target object of a third color and a processed background object of a fourth color; detecting a contour of the processed target object of the third color; calculating an area encircled by the contour; and calculating a distance between a camera and the target device upon determination of the area encircled by the contour.

    Method and apparatus of training object detection network and object detection method and apparatus

    公开(公告)号:US12002254B2

    公开(公告)日:2024-06-04

    申请号:US17613442

    申请日:2021-02-26

    CPC classification number: G06V10/56 G06T7/90 G06V10/774 G06V10/82

    Abstract: A method of training an object detection network, an object detection method and related apparatuses are provided. The training method includes: inputting a training image into a to-be-trained object detection network to obtain detection information of a target object, where the detection information includes a detection class of the target object, a detection position of a detection box of the target object, and a detection position of a landmark of the target object; calculating a total loss function of the to-be-trained object detection network, where the total loss function is calculated according to a loss function of the detection class of the target object, a loss function of the detection position of the detection box of the target object, and a loss function of the detection position of the landmark of the target object; and adjusting a parameter of the to-be-trained object detection network according to the total loss function.

    Computer-implemented method, apparatus, and computer-program product

    公开(公告)号:US11900563B2

    公开(公告)日:2024-02-13

    申请号:US17261541

    申请日:2020-04-01

    CPC classification number: G06T3/4053 G06N3/08 G06T3/4046

    Abstract: A computer-implemented method is provided. The computer-implemented method includes inputting a low-resolution image into a generator; and generating a high-resolution image using the generator based on the low-resolution image. Generating the high-resolution image includes processing the low-resolution image through a plurality of super-resolution generating units arranged in series in the generator. A respective output from a respective one of the plurality of super-resolution generating units has a respective increased image resolution as compared to a respective input to the respective one of the plurality of super-resolution generating units.

    COMPUTER-IMPLEMENTED METHOD, APPARATUS, AND COMPUTER-PROGRAM PRODUCT

    公开(公告)号:US20220108425A1

    公开(公告)日:2022-04-07

    申请号:US17261541

    申请日:2020-04-01

    Abstract: A computer-implemented method is provided. The computer-implemented method includes inputting a low-resolution image into a generator, and generating a high-resolution image using the generator based on the low-resolution image. Generating the high-resolution image includes processing the low-resolution image through a plurality of super-resolution generating units arranged in series in the generator. A respective output from a respective one of the plurality of super-resolution generating units has a respective increased image resolution as compared to a respective input to the respective one of the plurality of super-resolution generating units.

    MID-AIR-GESTURE EDITING METHOD, DEVICE, DISPLAY SYSTEM AND MEDIUM

    公开(公告)号:US20240427423A1

    公开(公告)日:2024-12-26

    申请号:US18274103

    申请日:2022-09-29

    Abstract: The present disclosure provides a mid-air-gesture editing method, device, display system and medium, the method is applied to a display device, and includes: recognizing a hand gesture in an acquired first gesture image to obtain a posture category; triggering an editing event corresponding to the posture category, different posture categories corresponding to different editing events; in response to the editing event, processing a mapping position corresponding to at least one frame of a second gesture image, and acquiring a processing result, wherein the mapping position is obtained after mapping a position of a key point in the second gesture image to an editing interface of the display device; and adding the processing result in the editing interface.

    DISTANCE MEASUREMENT METHOD, DISTANCE MEASUREMENT APPARATUS, AND COMPUTER-PROGRAM PRODUCT

    公开(公告)号:US20220383544A1

    公开(公告)日:2022-12-01

    申请号:US17761183

    申请日:2021-05-31

    Abstract: A distance measurement method is provided. The distance measurement method includes obtaining an image of a target device, the image of the target device including a target object of a first color and a background object of a second color, the first color being different from the second color; processing the image of the target device to obtain a processed image, the processed image including a processed target object of a third color and a processed background object of a fourth color; detecting a contour of the processed target object of the third color; calculating an area encircled by the contour; and calculating a distance between a camera and the target device upon determination of the area encircled by the contour.

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