
Design Dataset for Intelligent Data Exchange
Autodesk’s Cloud Platform Forge and Design Data Exchange

Machine learning based solution

With this project, I propose a machine-learning based system that can predict the user intended topological structure of 3d geometry and as an initial step create a 3d dataset with labels of its compositional and relational infornation.
Design Intension to Graph Structure



Nodes are geometric elements (solids, reference planes) and edges are alignment constraints. Graph structures of various windows reveal potential representations of distinctive features which can be interpreted by a machine learning model.

I devise an error-based pipeline within Revit to extract the graph structure from 3d models.

