AI-102 Implement computer vision solutions Practice Question
You are building a computer vision solution to detect defects on a manufacturing assembly line. The solution must process images in real-time with low latency, and you need to choose an Azure service. Which service should you use?
⚠ Common exam trap
It's easy for candidates to choose Azure Computer Vision API (Option A) because it sounds like a general-purpose vision service, but they overlook the requirement for custom defect detection, which necessitates a trainable model like Custom Vision.
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 Custom Vision
Azure Custom Vision is the correct choice because it allows you to train a custom image classification or object detection model tailored to detect specific manufacturing defects. It supports real-time, low-latency inference via a Docker container deployed to edge devices or directly through the prediction API, meeting the assembly line's performance requirements.
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 Computer Vision API
Why it's wrong here
Pre-built general image analysis, not custom defect detection.
- ✗
Azure Video Indexer
Why it's wrong here
For video analysis, not real-time image processing.
- ✗
Azure Form Recognizer
Why it's wrong here
Designed for document extraction, not manufacturing images.
- ✓
Azure Custom Vision
Why this is correct
Custom image classification and object detection with low-latency prediction endpoint.
Go deeper
Related to this question
About these practice questions
Courseiva writes every AI-102 question from scratch — 945 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or dumps. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI-102 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-102 exam.