AI-102 Implement computer vision solutions Practice Question
You are developing an application that processes images of handwritten forms. The forms contain checkboxes that may be checked or unchecked. Which Azure AI service should you use to detect the state of the checkboxes?
⚠ Common exam trap
A common mix-up: candidates confuse Azure AI Computer Vision's OCR capabilities with Document Intelligence's form-specific extraction, leading them to choose Computer Vision even though it cannot reliably detect checkbox states without additional custom logic.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Azure AI Document Intelligence
Azure AI Document Intelligence (formerly Form Recognizer) is the correct service because it is specifically designed to extract structured data from documents, including detecting the state of checkboxes (checked or unchecked) in forms. It uses prebuilt models like the 'prebuilt-document' or custom extraction models to analyze form fields and checkbox selections, making it the optimal choice for this task.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Azure AI Custom Vision
Why it's wrong here
Custom Vision is for custom image classification, not form field extraction.
- ✗
Azure AI Language
Why it's wrong here
Language Service deals with text, not image processing.
- ✓
Azure AI Document Intelligence
Why this is correct
Document Intelligence includes trained models for extracting marks from forms.
- ✗
Azure AI Computer Vision
Why it's wrong here
Computer Vision provides OCR but not dedicated checkbox detection.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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