Average Pooling - rugbyprof/5443-Data-Mining GitHub Wiki

Average-Pooling

It works exactly same as Max Pooling but instead of choosing the maximum number out of all values it computes the average of all the values

Average-Pooling is a pooling technique used in Convolutional Neural Networks for Image Recognition. It works by sliding a window over patches of features, such as pixels, and taking the average of all values within the window. It compresses the input representation into a lower-dimensional representation.