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

Revision as of 21:57, 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.

@@ Line 1: / Line 1: @@
-* '''Max {{Term|pooling}}''' — takes the maximum value in each local window (e.g. <math>2 \times 2</math>).
+* '''Max 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.
+* '''Average 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.
+* '''Global average pooling''' — averages each entire feature map to a single value, often used before the final classification layer.