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.

    IMAGE DISPLAY SYSTEM, IMAGE DISPLAY METHOD, IMAGE DISPLAY PROGRAM, AND IMAGE DISPLAY DEVICE

    公开(公告)号:US20240169955A1

    公开(公告)日:2024-05-23

    申请号:US18551257

    申请日:2021-03-22

    Abstract: Provided is an image display system that allows many persons to use multiple monitors without feeling color differences between the monitors.
    An image display system for displaying images on display devices includes multiple display devices, a spectral data acquisition unit, a candidate color matching function acquisition unit, a color difference calculation unit, and a color matching function selection unit. The spectral data acquisition unit is configured to acquire spectral data of the display devices. The candidate color matching function acquisition unit is configured to acquire multiple selection candidate color matching functions that are candidate color matching functions that may be selected by the color matching function selection unit. The color difference calculation unit is configured to calculate color differences between the display devices with respect to each of the selection candidate color matching functions using the spectral data. The color matching function selection unit is configured to select a color matching function that reduces color differences in appearance for many observers, from the selection candidate color matching functions on the basis of the calculated color differences.

    ACCURACY MEASUREMENT KIT
    100.
    发明公开

    公开(公告)号:US20240169693A1

    公开(公告)日:2024-05-23

    申请号:US18105927

    申请日:2023-02-06

    Abstract: An accuracy measurement kit is provided and includes a marker, at least one light beam device, an image capture device, and a processing device. The marker is disposed on an autonomous mobile vehicle, and at least partially includes a reference pattern. The light beam device is configured to emit a light beam to the autonomous mobile vehicle located at a predetermined position so as to form a light spot on the marker. The processing device is configured to capture the light spot the marker on the autonomous mobile vehicle for generating a to-be-analyzed image. The processing device is configured to obtain an offset of the autonomous mobile vehicle in an X-axis direction and a Y-axis direction by calculating images of the to-be-analyzed image corresponding to the reference pattern and the light spot.

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