Describe the purpose and functionality of the pooling layers in CNN. How do different pooling strategies (e.g., max-pooling, average-pooling) affect the network's performance and feature representation?

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Describe the purpose and functionality of the pooling layers in CNN. How do different pooling
strategies (e.g., max-pooling, average-pooling) affect the network's performance and feature
representation?

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