Invention Grant
- Patent Title: Systems and methods for determining defects in physical objects
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Application No.: US18181981Application Date: 2023-03-10
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Publication No.: US12033312B2Publication Date: 2024-07-09
- Inventor: Rachel Kohler , Darrell R. Krueger , Kevin Lawhon , Garrett Smitley
- Applicant: BNSF Railway Company
- Applicant Address: US TX Fort Worth
- Assignee: BNSF Railway Company
- Current Assignee: BNSF Railway Company
- Current Assignee Address: US TX Fort Worth
- Agency: Whitaker Chalk Swindle & Schwartz, PLLC
- Agent Enrique Sanchez, Jr.; Bradley J. Birchfield
- Main IPC: G06T7/00
- IPC: G06T7/00 ; G06F18/2431 ; G06N20/00 ; G06T7/11 ; G06V10/764 ; G06V10/82

Abstract:
In one embodiment, a method includes receiving, by a defect detector module, an image of a physical object and classifying, by the defect detector module, one or more first features from the image of the physical object into one or more first classifications using one or more machine learning algorithms. The method further includes analyzing, by the defect detector module, the one or more first classifications and determining, by the defect detector module, that the physical object comprises a defect based on analyzing the one or more first classifications.
Public/Granted literature
- US20230326007A1 SYSTEMS AND METHODS FOR DETERMINING DEFECTS IN PHYSICAL OBJECTS Public/Granted day:2023-10-12
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