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
- 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.