Translations:Convolutional Neural Networks/15/en

• 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.