Microsoft Certified: Azure AI Engineer AssociateImplement image and video processing solutionsMedium
A manufacturing plant is implementing an automated visual inspection system. They need to classify newly manufactured parts into one of three categories: 'Good', 'Minor Defect', or 'Major Defect', based on images taken from the assembly line. The system requires high accuracy and needs to be trained on the plant's specific defect patterns. Which Azure AI service should they use?
- AAzure Video Indexer - Content Moderation
- BAzure Custom Vision - Image Classification
- CAzure Computer Vision - Image Analysis
- DAzure Form Recognizer - Custom Model
Show answer & explanationAnswer & explanation
Correct answer: B. Azure Custom Vision - Image Classification
Azure Custom Vision's Image Classification capability allows users to train a model to categorize images into custom classes (e.g., 'Good', 'Minor Defect') using their own specific datasets, which is essential for specialized defect detection.
Why the other options are wrong
- A. Azure Video Indexer is for video/audio insights, and content moderation is a general-purpose task, not specific defect classification.
- C. Image Analysis provides general tags and descriptions, not custom classification for specific defects.
- D. Azure Form Recognizer is for extracting data from documents, not classifying physical objects.
Azure Custom Vision Classification
A service that enables users to build and deploy custom image classification models by providing labeled images.
- Trains models to categorize images into user-defined classes
- Requires labeled image data for training
- Ideal for domain-specific visual recognition tasks
- Supports rapid iteration and model improvement
Memory trick: Custom Vision sorts your unique pictures into YOUR categories.