Convolutional neural network's (CNN's for short) are neural networks that include at least one convolutional layer. This architecture is specialized for the analysis of visual imagery. They are also applied to other types of array-based and sequential data. This architecture makes CNN more appealing then traditional deep neural networks as they can reduce the number of parameters needed in the model to manipulate the images.