object recognition system that can pick out and identify objects from an inputted camera image, It works on five objects cat, laptop, car, apple and Helicopter, It uses PCA for features extraction and two different neural network architectures 1- Multilayer Perceptron (MLP) with Back-Propagation learning algorithm and 2- Radial-Basis Function (RBF) with Least Mean Square learning algorithm