Master image segmentation outputs for the Azure AI-900 exam with detailed analysis of mask-based vehicle identification. Learn why “C. Masks” solves color-specific detection challenges while exploring text recognition, bounding boxes, and confidence scoring pitfalls. Includes exam-focused pattern recognition strategies.
Table of Contents
Question
Which of the following is an output received from a model that uses image segmentation?
A. Text from different road signs and license plate numbers
B. Rectangles representing features on human faces
C. “Masks” to identify vehicles of specific colors
D. Confidence scores related to signs on storefronts
Answer
C. “Masks” to identify vehicles of specific colors
Explanation
“Masks” for identifying vehicles of specific colors is an output received from a model that uses image segmentation. Image segmentation is a technique that aims to divide an image into distinct regions based on their visual properties. In the context of identifying vehicles with specific colors, the model would:
- Generate “masks”: These are separate layers or regions within the image.
- Each mask corresponds to a specific category, such as “vehicle”, or specific color categories, such as “red car” or “blue bus”.
Confidence scores related to signs on storefronts are related to optical character recognition (OCR) outputs. Alongside the extracted text, OCR models often assign confidence scores for each character or word. These scores indicate the model’s certainty level in its recognition, helping to assess the accuracy and reliability of the extracted text.
Text from different road signs and license plate numbers is output received from OCR, not image segmentation.
Rectangles representing features on human faces describes the output of face detection, not image segmentation, which focuses on broader object segmentation.
Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Microsoft Azure AI Fundamentals AI-900 exam and earn Microsoft Azure AI Fundamentals AI-900 certification.