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VisualizationsDeep Learning for Images

Max vs Average Pooling

Max pooling turns a 2×2 window of four numbers into one by keeping only the largest. The strong 220 survives and the three small values are dropped.

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Max pooling keeps only the strongest response and discards the rest. If the filter found something anywhere in the window, that survives.

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