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3 cards from this section. Quick, good the night before a test.
What does a convolution operator do?
Think about image processing.
What is a filter in convolution?
It's another name for the kernel.
What does the convolution operator primarily do in image processing?
Focus on what convolution's purpose is.
True or False: The feature map is the same size as the original image.
Think about your class discussions on stride.
Imagine a 7x7 image matrix and a 3x3 filter. If the stride is 2, what would be the dimensions of the resulting feature map?
Consider how the filter moves across the image and how many regions it can effectively cover.
You have a non-square kernel (2x3) applied to a 4x4 image. Describe what happens during the convolution operation.
Think about both the filter’s dimensions and how they interact with the image dimensions.
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