Patent · US Active

Machine learning system for building renderings and building information modeling data

US11468206B2 · kind B2 · utility

1Cited by

0References

22Claims

0Family size

Assignee

SRI International · US

Inventors

Chih-hung Yeh · Alameda, US
Karen L. Myers · Menlo Park, US
Mohamed Amer · Naperville, US

Key dates

Filing date	Aug 20, 2018
Grant date	Oct 11, 2022
Priority date	—
Expiry date	Sep 17, 2039

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/10
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Techniques are disclosed for using a computation engine executing a machine learning system to generate, according to constraints, renderings of a building or building information modeling (BIM) data for the building, wherein the constraints include at least one of an architectural style or a building constraint. In one example, an input device is configured to receive an input indicating one or more surfaces for the building and one or more constraints. A machine learning system executed by a computation engine is configured to apply a model, trained using images of buildings labeled with corresponding constraints for the buildings, to the one or more surfaces for the building to generate at least one of a rendering of the one or more surfaces for the building according to the constraints or BIM data for the building according to the constraints. Further, the machine learning system is configured to output the rendering or the BIM data.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.