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.
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