Methods and systems are provided for implementing an automated inventory control mechanism. In an embodiment, an operational workflow providing automated inventory control includes automated data collection and automated image data analysis. Automatic data collection includes capturing image data of a storage facility by a capturing device, such as an unmanned aerial vehicle system (UAS). Automated image data analysis includes functions of detecting objects (e.g., containers, trailers, slots, and/or other objects) appearing in the image data (e.g., using a machine learning (ML) model), identifying objects (e.g., objects in the image data, etc. In some embodiments, the method may include collecting image data (e.g., using an ML model), inspecting the object (e.g., including determining a condition and/or location of the object) based on the collected image data and metadata associated with and related to the image data (e.g., using analysis based on advanced mathematical rules), and/or generating results available for use by an inventory management system.

    提供了用于实现自动库存控制机制的方法和系统。在实施例中,提供自动化库存控制的操作工作流程包括自动化数据收集和自动化图像数据分析。自动数据收集包括通过捕捉设备(例如无人机系统(UAS))捕捉存储设施的图像数据。自动化图像数据分析包括以下功能:检测图像数据中出现的物体(例如,集装箱、拖车、空槽和/或其他物体)(例如,使用机器学习(ML)模型)、识别图像数据中的物体(例如,使用ML模型)、基于收集的图像数据和与图像捕捉设备相关联并与图像数据相关的元数据检查物体(例如,包括确定物体的状况和/或位置)(例如,使用基于高级数学规则的分析)、和/或生成可供库存管理系统使用的结果。


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    Title :

    Automated site inspection based on drone


    Additional title:

    基于无人机的自动化场地检查


    Contributors:

    Publication date :

    2025-04-08


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B64U / G06V / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / H04N PICTORIAL COMMUNICATION, e.g. TELEVISION , Bildübertragung, z.B. Fernsehen / G01S RADIO DIRECTION-FINDING , Funkpeilung