Microsoft Certified: Azure AI Engineer AssociateImplement image and video processing solutionsEasy
A manufacturing plant wants to use Azure AI to monitor its assembly line for defects. They need to identify specific, custom-designed components that are incorrectly assembled or missing. The solution requires training a model on images of correctly and incorrectly assembled products. Which Azure Cognitive Service is most appropriate for this scenario?
- AAzure Face API
- BAzure Video Indexer
- CAzure Form Recognizer
- DAzure Custom Vision
Show answer & explanationAnswer & explanation
Correct answer: D. Azure Custom Vision
Azure Custom Vision allows users to build, deploy, and improve custom image classification and object detection models. This is ideal for scenarios where the objects or defects are unique to a specific domain, like custom-designed manufacturing components, and require specialized training data.
Why the other options are wrong
- A. Face API is for facial detection and recognition, not general object detection or defect analysis.
- B. Video Indexer is for extracting insights from video and audio, not for static image analysis of custom defects.
- C. Form Recognizer is for extracting data from forms and documents, not for detecting physical defects in manufactured goods.
Azure Custom Vision
Azure Custom Vision is a cognitive service that enables developers to build, deploy, and improve custom image classification and object detection models quickly and easily.
- Train models with your own images.
- Supports image classification and object detection.
- Optimized for specific domain needs.
Memory trick: When the vision is custom, you'll need the Custom Vision service.