Month: September 2026

The pooling operation in a CNN is applied independently to each layer and the resulting feature maps are disjoint. This is the very reason that in most schematics depicting a certain CNN architecture, we obtain three output maps from an input image (corresponding to the convolutions and pooling operations performed on the RGB channels separately). Each channel in an image captures a set of …