Autodesk Forgeis our collection of Application Program Interfaces (APIs) that we use to develop our own web services. As part of our Autodesk Forge efforts, we share those APIs (including documentation and code samples) with customers and 3rd party developers (the Forge community) that want to leverage the mounds of data that they have associated with their projects. Speaking of massive amounts of data, check out this article onEngineering.comthat showed whatNewmetrixis doing to process the endless amount of video that gets captured at a construction site.
TheEngineering.comarticle points out that Newmetrix has developed a smart photo and video management platform that usessynthetic visionanddeep learningto tell project team members important things about their construction project.
Synthetic vision relies on a computer-mediated reality system for aerial vehicles that was originally used to provide pilots with clear and intuitive means of understanding their flying environment. In the case of a construction project, 3D data is collected by flying an Unmanned Aerial Vehicle (UAV) with a video camera around the site. The pilot is on the ground with the UAV controller.
Deep learning is a step towards artificial intelligence based on artificial neural networks that allow machine learning based on recognizing and understanding data representations as opposed to task specific algorithms.[Nvidia]AsEngineering.comnoted, deep learning is used by Newmetrix to recognize things like hard hats, ductwork, and other things found on construction sites.