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Convolution Neural Network (CNN) is another type of neural network that can be used to enable machines to visualize things and perform tasks such as image classification, image recognition, object detection, instance segmentation etc…are some of the most common areas where CNN’s are used. In part one, we will discuss how convolution operation works across different inputs — 1D, 2D, and 3D inputs. We will also discuss the background of Convolution neural network and how they compare with Feed-Forward Neural Network.