AI, Machine Learning, Data Science, Deep Learning, Cnn.
Source Take a look at this example, here we might be reducing a bit our feature map in each Convolutional Layer but we are creating much more channels. What about the subsampling layers? Those are pooling layers and its main objective is indeed dimensionality reduction! How Pooling Layers Work