Practice Popular Models (4.3) - Computer Vision and Image Intelligence

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10 questions

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4 questions · about 3 min · pass mark 70%. Hints available.
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6 sample questions

Question 1.
What is semantic segmentation?
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Think about image categories.
Question 2.
What does instance segmentation do?
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Remember, it adds another layer to segmentation.
3Question 3.
What is the primary function of semantic segmentation?
- To classify pixels into categories
- To detect edges
- To generate images
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Focus on understanding what semantic means.
4Question 4.
True or False: Instance segmentation and semantic segmentation are the same.
- True
- False
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Think about the difference in clarity between the two tasks.
Question 5.
Create a flow chart to differentiate between semantic segmentation and instance segmentation, including their applications.
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Use distinct branches for each segmentation type.
Question 6.
Design a simple experiment using U-Net for footage from a biomedical imaging dataset, describing how you'd evaluate the results.
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Consider metrics such as intersection over union (IoU).

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