Translations:Convolutional Neural Networks/15/en: Difference between revisions

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    * '''Max pooling''' — takes the maximum value in each local window (e.g. <math>2 \times 2</math>).
    * '''Max {{Term|pooling}}''' — takes the maximum value in each local window (e.g. <math>2 \times 2</math>).
    * '''Average pooling''' — takes the mean value in each window.
    * '''Average {{Term|pooling}}''' — takes the mean value in each window.
    * '''Global average pooling''' — averages each entire feature map to a single value, often used before the final classification layer.
    * '''Global average {{Term|pooling}}''' — averages each entire feature map to a single value, often used before the final classification layer.

    Latest revision as of 23:34, 27 April 2026

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    Message definition (Convolutional Neural Networks)
    * '''Max {{Term|pooling}}''' — takes the maximum value in each local window (e.g. <math>2 \times 2</math>).
    * '''Average {{Term|pooling}}''' — takes the mean value in each window.
    * '''Global average {{Term|pooling}}''' — averages each entire feature map to a single value, often used before the final classification layer.
    • Max pooling — takes the maximum value in each local window (e.g. $ 2 \times 2 $).
    • Average pooling — takes the mean value in each window.
    • Global average pooling — averages each entire feature map to a single value, often used before the final classification layer.