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.
Type:
Grant
Filed:
June 10, 2020
Date of Patent:
March 7, 2023
Assignee:
AIRWORKS SOLUTIONS, INC.
Inventors:
David Morczinek, Maxim Doubenski, Adam Kersnowski, Mirela Petkova, Nikhil Shinday
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.
Type:
Application
Filed:
June 10, 2020
Publication date:
April 29, 2021
Applicant:
AirWorks Solutions, Inc.
Inventors:
David MORCZINEK, Maxim DOUBENSKI, Adam KERSNOWSKI, Mirela PETKOVA, Nikhil SHINDAY
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.
Type:
Grant
Filed:
November 2, 2018
Date of Patent:
July 21, 2020
Assignee:
AIRWORKS SOLUTIONS, INC.
Inventors:
David Morczinek, Maxim Doubenski, Adam Kersnowski, Mirela Petkova, Nikhil Shinday
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.
Type:
Application
Filed:
November 2, 2018
Publication date:
May 23, 2019
Applicant:
AirWorks Solutions, Inc.
Inventors:
David MORCZINEK, Maxim DOUBENSKI, Adam KERSNOWSKI, Mirela PETKOVA, Nikhil SHINDAY