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AI-900: Understanding Semantic Segmentation in Computer Vision

Explore the core concept of Semantic Segmentation in Computer Vision, understanding its role in advanced image analysis techniques. Learn its significance and applications in modern AI technology.

Table of Contents

Question

Microsoft defines this Computer Vision technique in the following way:

“An advanced machine learning technique in which individual pixels in the image are classified according to the object to which they belong.”

What is the name of this common Compute Vision task?

A. Image Classification
B. Semantic Segmentation
C. Object Detection
D. Image Analysis
E. Face recognition

Answer

B. Semantic Segmentation

Explanation

According to Microsoft:

“Semantic segmentation is an advanced machine learning technique in which individual pixels in the image are classified according to the object to which they belong.”

All other options are also common Computer Vision tasks.

Option A is incorrect. Image Classification classifies images based on their content.
Option C is incorrect. Object Detection classifies individual objects within an image.
Option D is incorrect. Image Analysis extracts information from the images.
Option F is incorrect. Face detection is face detection, analysis, and recognition of the human faces in Images.

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.

Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump

Alex Lim is a certified IT Technical Support Architect with over 15 years of experience in designing, implementing, and troubleshooting complex IT systems and networks. He has worked for leading IT companies, such as Microsoft, IBM, and Cisco, providing technical support and solutions to clients across various industries and sectors. Alex has a bachelor’s degree in computer science from the National University of Singapore and a master’s degree in information security from the Massachusetts Institute of Technology. He is also the author of several best-selling books on IT technical support, such as The IT Technical Support Handbook and Troubleshooting IT Systems and Networks. Alex lives in Bandar, Johore, Malaysia with his wife and two chilrdren. You can reach him at [email protected] or follow him on Website | Twitter | Facebook

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