Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is image segmentation?
💡 Hint: Think about how you'd divide an image into meaningful parts.
Question 2
Easy
Name the two types of image segmentation?
💡 Hint: What do you call the categorization of pixels and distinguishing individuals?
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Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the primary goal of image segmentation?
- To convert images to grayscale
- Classifying each pixel into categories
- Extracting edges from images
💡 Hint: Think about what segmentation does to each part of an image.
Question 2
True or False: Instance segmentation can identify different objects of the same class.
- True
- False
💡 Hint: Consider how we label similar objects in an image differently.
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Challenge Problems
Push your limits with challenges.
Question 1
Design an image segmentation pipeline for a self-driving car. Specify the models to use for different tasks, and explain why.
💡 Hint: Consider the scope of what the self-driving system needs to recognize.
Question 2
Critique a given segmentation result. How would you determine its accuracy?
💡 Hint: Think about how to quantify segmentation performance effectively.
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