The aim of this project is to present an approach for developing a real-time hand gesture recognition which uses only a webcam and Computer Vision technology, such as image processing that can recognize several gestures for using in computer interface interaction. The most important goal of this project is to simulate playing a virtual piano using hand gesture recognition and recognizing specific gestures for each piano note.