Vocabulary

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A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Average Pooling

CNNs · Level 2 of 5

Average Pooling

Replacing each pooling region with its mean value.

It summarizes local activity without selecting only the strongest response.

Example

Four neighboring activations become their arithmetic average.

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Audio transcript

Average Pooling. Replacing each pooling region with its mean value. It summarizes local activity without selecting only the strongest response. For example: Four neighboring activations become their arithmetic average.

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This helps you interpret feature shapes and spatial behavior in image networks.

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