Invention Grant
- Patent Title: Enhanced object detection
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Application No.: US17146739Application Date: 2021-01-12
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Publication No.: US12054152B2Publication Date: 2024-08-06
- Inventor: Gurjeet Singh , Sowndarya Sundar
- Applicant: Ford Global Technologies, LLC
- Applicant Address: US MI Dearborn
- Assignee: Ford Global Technologies, LLC
- Current Assignee: Ford Global Technologies, LLC
- Current Assignee Address: US MI Dearborn
- Agency: Bejin Bieneman PLC
- Agent Christopher Storms
- Main IPC: B60W30/18
- IPC: B60W30/18 ; B60R1/00 ; G06F18/214 ; G06N3/08 ; G06N20/20 ; G06V20/56

Abstract:
A computer is programmed to determine a training dataset that includes a plurality of images each including a first object and an object label, train a first machine learning program to identify first object parameters of the first objects in the plurality of images based on the object labels and a confidence level based on a standard deviation of a distribution of a plurality of identifications of the first object parameters, receive, from a second machine learning program, a plurality of second images each including a second object identified with a low confidence level, process the plurality of second images with the first machine learning program to identify the second object parameters with a corresponding second confidence level that is greater than a second confidence level, retrain the first machine learning program based on the identified second object parameters.
Public/Granted literature
- US20220219698A1 ENHANCED OBJECT DETECTION Public/Granted day:2022-07-14
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