The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 29, 2024

Filed:

Nov. 05, 2021
Applicant:

Raytheon Company, Tewksbury, MA (US);

Inventors:

Crystal D. Rhodes, Richardson, TX (US);

John R. Goulding, Farmersville, TX (US);

Christopher M. Pilcher, Richardson, TX (US);

Christopher R. Harris, Plano, TX (US);

Assignee:

Raytheon Company, Tewksbury, MA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 18/213 (2023.01); G06F 18/24 (2023.01); G06N 20/00 (2019.01); G06T 7/73 (2017.01); G06V 10/40 (2022.01);
U.S. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 18/213 (2023.01); G06F 18/24 (2023.01); G06N 20/00 (2019.01); G06T 7/73 (2017.01); G06V 10/40 (2022.01); G06T 2207/20081 (2013.01);
Abstract

Devices, systems, and methods for machine learning model generation. A method can include generating image chips of an image. The image chips can each provide a view of a different extent of an object in the image. Based on an object definition that indicates respective features of the object and a location of the respective features along a length of the object, it can be determined whether any of the image chips include any of the respective features. Each image chip of the image chips can be labeled to include an indication of any of the features included in the image chip resulting in labelled image chips. The method can include training an ensemble classifier based on the labelled image chips resulting in a trained ensemble classifier.


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