The contribution presents the first results of a research conducted in the Department of Architecture. Roma Tre University. aimed at testing Machine Learning algorithms for train Neural Networks in learning data from BIM. with the purpose of generating Augmented Reality contents. https://macorners.shop/product-category/metal-ornament/