Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution GSP896

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  • Опубликовано: 21 окт 2024
  • Overview
    Visual Inspection AI Assembly Inspection inspects products when components come together during some stage of assembling a product. For such inspections, Visual Inspection AI can help you to ensure that components are in the correct location within the overall object, and that each component is not damaged or defective.
    PCBs (printed circuit boards) in general are assemblies of components, including through-hole and surface-mounted. Components can be discrete parts placed within the assembly or physical features created within the assembly such as solder joints, glue, or welds. For subassemblies of electronic products, components can be screws, other hardware parts, or whole other subassemblies.
    In this lab you will deploy and serve the exported Assembly Inspection solution using sample images.
    Model training can take a long time so this lab is paired with Create a Component Anomaly Detection Model using Visual Inspection AI. You are provided with a trained Assembly Inspection model and solution artifact that was created using the same dataset that is used in that lab.
    Objectives
    In this lab you will learn how to complete the following tasks:
    Deploy a trained Assembly Inspection solution artifact.
    Perform a batch prediction using an Assembly Inspection solution artifact.
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