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Detect Manufacturing Defects using Visual Inspection AI

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Overview

“Detect Manufacturing Defects Using Visual Inspection AI” is a practical course designed for quality control professionals, manufacturing engineers, and AI practitioners focused on improving defect detection through advanced AI-powered visual inspection techniques. This course explores how computer vision and machine learning models can be applied to automate the identification of defects in manufacturing processes, enhancing product quality and reducing operational costs. Participants will learn the fundamentals of visual inspection AI, including image acquisition, data labeling, model training, and deployment using popular...

Syllabus

  • Detect Manufacturing Defects using Visual Inspection AI
    • Create a Component Anomaly Detection Model using Visual Inspection AI
    • Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution
    • Create a Cosmetic Anomaly Detection Model using Visual Inspection AI
    • Deploy and Test a Visual Inspection AI Cosmetic Anomaly Detection Solution
    • Detect Manufacturing Defects using Visual Inspection AI: Challenge Lab
  • Your Next Steps
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Detect Manufacturing Defects using Visual Inspection AI
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Google via Google Cloud Skills Boost

7 hours 15 minutes

English

On-Demand

Intermediate

Instructor

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