A convolutional neural network (CNN) is a deep, feed-forward artificial neural network in which the neural network preserves the hierarchical structure by learning internal feature representations and generalizing the features in the common image problems such as object recognition and other computer vision problems. It is not restricted to images; it also receives state-of-the-art results in natural language processing problems and speech recognition.