Microsoft Certified: Azure AI Engineer AssociateImplement image and video processing solutionsMedium
A retail company is looking to enhance its online product catalog by automatically generating descriptive tags and identifying prominent objects within product images uploaded by users. Which Azure AI service feature is best suited for this purpose?
- AAzure Form Recognizer's Layout Analysis
- BAzure Video Indexer's Visual Content Analysis
- CAzure Custom Vision's Object Detection
- DAzure Computer Vision's Analyze Image (Tagging and Object Detection)
Show answer & explanationAnswer & explanation
Correct answer: D. Azure Computer Vision's Analyze Image (Tagging and Object Detection)
Azure Computer Vision's Analyze Image feature provides capabilities for generating descriptive tags and performing object detection on images. This allows the retail company to automatically enrich their product catalog with relevant keywords and identify key items in user-uploaded photos.
Why the other options are wrong
- A. Form Recognizer's Layout Analysis is for extracting structure from documents, not for general image content understanding or object detection.
- B. Video Indexer is for analyzing video content, not static product images.
- C. Custom Vision's Object Detection requires training for *specific* custom objects; for general prominent objects and descriptive tags, Analyze Image is more direct and pre-trained.
Computer Vision Analyze Image
An Azure Computer Vision feature that extracts a rich set of visual features from an image, including tags, descriptions, object detection, and celebrity/landmark recognition.
- Provides descriptive tags for image content
- Detects common objects with bounding boxes
- Can generate human-readable captions
- Pre-trained, no custom model training required for general use
Memory trick: Analyze Image Tags All General Objects.