Design and implementation of artificial intelligence system for 2-dimensional image recognition

This paper aims at introducing an application of 2-dimensional image recognition using neural network method. So, an artificial intelligence system was designed to recognize images. Principal component analysis (PCA) was adopted to extract and select the features from images that are fast and the most used one in image recognition using artificial neural networks. The studied neural network with 2-dimensional image recognition system was according to the backpropagation principle.