Microsoft Certified: Azure AI Engineer AssociateImplement image and video processing solutionsEasy
A construction company uses drones to capture aerial images of construction sites daily. They need to automatically detect and count specific types of heavy machinery (e.g., excavators, bulldozers, cranes) within these images to track asset utilization. Which Azure AI service is best suited for this task?
- AAzure Video Indexer
- BAzure Custom Vision's Object Detection
- CAzure Form Recognizer
- DAzure Computer Vision's Object Detection
Show answer & explanationAnswer & explanation
Correct answer: B. Azure Custom Vision's Object Detection
Azure Custom Vision is designed for building custom image recognition models, including object detection, for specific, domain-unique objects like various types of heavy machinery. It allows training with your own labeled data.
Why the other options are wrong
- A. Video Indexer is for extracting insights from video and audio, not static image object detection.
- C. Form Recognizer is for extracting data from documents, not image analysis for object detection.
- D. Azure Computer Vision offers general object detection for common objects, but specific heavy machinery types might not be pre-trained or require a custom solution.
Azure Custom Vision Object Detection
A service that allows users to build, deploy, and improve custom image classification and object detection models using their own data.
- Requires labeled training images
- Supports both classification and object detection
- Ideal for domain-specific visual tasks
- Can be exported for edge deployment
Memory trick: Custom Eyes See My Specific Machines.