What is the purpose of extracting salient features before training a classifier?
Data Science and Machine Learning (Theory and Projects) A to Z - Object Detection: Sliding Window Implementation

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1.
OPEN ENDED QUESTION
3 mins • 1 pt
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2.
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3 mins • 1 pt
Explain the sliding window operation in the context of object detection.
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3.
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3 mins • 1 pt
Why is it important to fix the size of the window during the sliding window operation?
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4.
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3 mins • 1 pt
What is the significance of using an odd number for the window size?
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5.
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3 mins • 1 pt
Describe how features are extracted from a particular window during the sliding window operation.
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6.
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3 mins • 1 pt
How does the classifier determine if a descriptor belongs to a specific object, such as a cat?
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7.
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3 mins • 1 pt
What challenges arise when detecting objects of varying scales using the sliding window technique?
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