Abstract: The present invention is a system and improved process for detection of position of body parts based on facial image. The present invention has several advantages over the prior arts described, like, the number of ornamental articles which the user can apply using the simulated process in accordance with the present invention is significantly faster, higher since the present invention obviates the need for physical space to maintain inventory and is less time consuming. Moreover, the present invention enables the user to simulate the application of a large inventory of articles, particularly ornamental articles, without visiting a store. The present invention obviates the need for physically applying an ornamental article, headgear, or makeup to a pre-designated part, such as ears, head or neck of a user. The present invention is an augmented reality application that enables people to virtually try-on jewelry, makeup or any article on their faces.