Deep Learning, Image Processing, Convolutional Network, Machine Learning, Artificial Intelligence.
found this answer on StackExchange particularly useful for understanding invariance and equivariance. Pooling Max pooling operation. Image by computersciencewiki. One of the ways of achieving invariance in CNNs is pooling. Predictions are sensitive to local positions of features. Local invariance