SYSTEMS AND METHODS FOR CLASSIFICATION OF AMBIGUOUS OBJECTS

    公开(公告)号:US20240386708A1

    公开(公告)日:2024-11-21

    申请号:US18320052

    申请日:2023-05-18

    Abstract: Example implementations include a method, apparatus and computer-readable medium for object classification, including executing a multi-class object classification model (OCM) on an input image depicting an object, wherein the multi-class OCM is configured to output, for each respective class of a plurality of classes, a respective confidence score indicative of a likelihood of the object being of a member the respective class. The implementations further include detecting a plurality of confidence scores outputted by the multi-class OCM that are within a threshold range, wherein classes associated with the plurality of confidence scores are candidate classes of the object. Additionally, the implementations further include executing, on the input image, a single-class OCM for each of the candidate classes and outputting a final class for the object in the input image based on a result of each single-class OCM.

    SYSTEMS AND METHODS FOR CAMERA CONFIGURATION

    公开(公告)号:US20230300447A1

    公开(公告)日:2023-09-21

    申请号:US18120883

    申请日:2023-03-13

    CPC classification number: H04N23/62 H04N23/631 G06F21/70

    Abstract: Example implementations include a method, apparatus and computer-readable medium for configuring a camera, comprising generating, for display on a computing device, a graphical user interface (GUI) for configuring a camera, wherein the camera is programmed to visually receive and execute configuration information. The implementations further include receiving, by the GUI, a selection of a network video recorder (NVR) type from a plurality of NVR types. Additionally, the implementations further include determining NVR settings for the camera based on the selection of the NVR type. Additionally, the implementations further include generating, for display on the GUI, a visual representation of the configuration information for the camera, wherein the configuration information comprises the NVR settings.

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