Here, the authors design and develop a pattern recognition system using Artificial Neural Network (ANN) and Matlab that can recognize the type of image based on the features extracted from the choose image. Also, they are comparing backpropagation neural network and cellular neural network. This system which can fully recognizing the types of the data had been add in the data storage or called as training data. The Graphic User Interface (GUI) in Matlab toolbox is used. This is the alternative way to change the common usage of the Matlab which are uses the command inserts at command window.