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What are the benefits of using max pooling in CNNs ? ( Multi - Choice ) Options: - It reduces the dimensionality of feature maps

What are the benefits of using max pooling in CNNs?(Multi-Choice)
Options:
- It reduces the dimensionality of feature maps
- It increases the network's ability to capture finer details
- It helps prevent overfitting by reducing the model's capacity
- It helps retain the most prominent features
- It adds non-linearity to the model

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