Invention Grant
- Patent Title: Methods and apparatus for automatically defining computer-aided design files using machine learning, image analytics, and/or computer vision
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Application No.: US16897877Application Date: 2020-06-10
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Publication No.: US11599689B2Publication Date: 2023-03-07
- Inventor: David Morczinek , Maxim Doubenski , Adam Kersnowski , Mirela Petkova , Nikhil Shinday
- Applicant: AirWorks Solutions, Inc.
- Applicant Address: US MA Cambridge
- Assignee: AirWorks Solutions, Inc.
- Current Assignee: AirWorks Solutions, Inc.
- Current Assignee Address: US MA Cambridge
- Agency: Cooley LLP
- Main IPC: G06F30/20
- IPC: G06F30/20 ; G06N20/00 ; G06K9/62 ; G06K9/00 ; G06T3/40 ; G06V20/13

Abstract:
A non-transitory processor-readable medium includes code to cause a processor to receive aerial data having a plurality of points arranged in a pattern. An indication associated with each point is provided as an input to a machine learning model to classify each point into a category from a plurality of categories. For each point, a set of points (1) adjacent to that point and (2) having a common category is identified to define a shape from a plurality of shapes. A polyline boundary of each shape is defined by analyzing with respect to a criterion, a position of each point associated with a border of that shape relative to at least one other point. A layer for each category including each shape associated with that category is defined and a computer-aided design file is generated using the polyline boundary of each shape and the layer for each category.
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