A Convolutional Neural Network (CNN) is one of Deep Learning algorithms. Why Convolution Layer? not Multi-Layer Perceptron? To use multi-Layer percetron, it need to use fully connected method. It means input features lose their own local information. Then machine learning model will be in trouble to catch the exact information. This leads to poor performance. On the other hands, Convolution Laye..
