Create a Cosmetic Anomaly Detection Model using Visual Inspection AI

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Overview

"Create a Cosmetic Anomaly Detection Model using Visual Inspection AI" is a hands-on course designed to teach learners how to develop an AI-powered system for detecting cosmetic defects in products using computer vision. This course is ideal for professionals in manufacturing, quality assurance, or AI development who want to apply artificial intelligence to automate visual inspection tasks. The course begins with an introduction to the fundamentals of visual inspection and anomaly detection using deep learning. Participants will learn how to collect,...

Syllabus

GSP897
Overview
Setup and requirements
Task 1. Create a dataset
Task 2. Import training images into the dataset
Task 3. Provide annotation for defect instances in training images
Overview 1. Evaluating a trained Cosmetic Inspection model
Overview 2. Creating a trained Cosmetic Inspection solution artifact
Overview 3. Performing batch predictions using a Cosmetic Inspection solution artifact
Congratulations
End your lab