SYSTEMS, APPARATUS, ARTICLES OF MANUFACTURE, AND METHODS FOR MACHINE-LEARNING BASED HOLE PLUG VALIDATION

    公开(公告)号:US20240256727A1

    公开(公告)日:2024-08-01

    申请号:US18155001

    申请日:2023-01-16

    IPC分类号: G06F30/15 G06F30/27

    CPC分类号: G06F30/15 G06F30/27

    摘要: Systems, articles of manufacture, apparatus, and methods are disclosed for machine-learning based hole plug validation. An example apparatus includes at least one memory, machine-readable instructions, and processor circuitry to at least one of execute or instantiate the machine-readable instructions to at least execute a machine-learning model based on an image of an aircraft component to generate an output representative of first identifications of first hole plugs in the aircraft component. The processor circuitry is further to determine one or more differences between the first identifications of the first hole plugs in the image and second identifications of second hole plugs in a reference model of the aircraft component. Additionally, the processor circuitry is to cause an operation associated with an aircraft to occur based on the one or more differences.