Data Science, Deep Learning, Computer Vision, Machine Learning.
filter (image by author) While a lot of information is lost in the pooling layer which can be considered as a disadvantage, there are several advantages of pooling: Reducing the size while preserving the features Eliminating parts that are not significant Introducing spatial variance Reducing the