Max Pooling returns the maximum value from the portion of the image covered by the Kernel.

University of Michigan - Ann Arbor

Types of Pooling Layer in Convolutional Deep Learning

A helpful website for understanding how CNN works:
https://towardsdatascience.com/a-comprehensive-guide-to-convolutional-neural-networks-the-eli5-way-3bd2b1164a53

CNN Reference

Average Pooling returns the average of all the values from the portion of the image covered by the Kernel.

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