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3 cards from this section. Quick, good the night before a test.
What is the primary purpose of a pooling layer in CNN?
Think about how it affects computation and data storage.
What is Max Pooling?
Focus on the concept of extracting the 'strongest' feature.
What is the main function of the pooling layer?
Reflect on the primary goal of a pooling layer.
Max Pooling selects the maximum value from a specified section. True or False?
Think about what is 'max' in this context.
Given a 6x6 matrix and a 3x3 Max Pooling operation, compute the output of the pooling layer.
Break the matrix down by sections before finding max values.
Describe a scenario in which Max Pooling could result in loss of significant information, while Average Pooling could retain more data.
Consider situations where extreme values might skew the results.
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