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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.

Patent No.:

US 12462572 B1

PDFFull Text
Date of Patent:
Nov. 04, 2025

Filed:

May. 10, 2022

Method and system for gathering image training data for a machine learning model

Applicant:

Grabtaxi Holdings Pte. Ltd., Singapore, SG;

Inventors:

Philipp Wolfgang Josef Kandal, Singapore, SG;

Chen Liang, Singapore, SG;

Adrian Ioan Margin, Cluj-Napoca, RO;

Hannes Martin Kruppa, Singapore, SG;

Assignee:

GRABTAXI HOLDINGS PTE. LTD., Singapore, SG;

Attorney:

Buckley, Maschoff & Talwalkar LLC

Primary Examiner:

Ricky Chin

Int. Cl.
CPC ...
G06V 20/56 (2022.01); G01C 21/00 (2006.01); G06V 20/52 (2022.01); G06V 20/54 (2022.01); G06V 20/70 (2022.01); H04N 7/01 (2006.01);
U.S. Cl.
CPC ...
G06V 20/56 (2022.01); G01C 21/3848 (2020.08); G06V 20/53 (2022.01); G06V 20/54 (2022.01); G06V 20/70 (2022.01); H04N 7/013 (2013.01);
Abstract

Aspects concern a method for gathering image training data for training a machine learning model to detect features for vehicle navigation or vehicle control, comprising mounting a camera onto a vehicle or the driver of a vehicle, determining a location of the vehicle, determining a relevancy of the determined location for map data generation or vehicle control and recording a video with the camera if the determined relevancy is above a predetermined threshold and recording single images if the determined relevancy is below the predetermined threshold.

Find Patent Forward Citations

Kandal, Philipp Wolfgang Josef. (2025). Method and system for gathering image training data for a machine learning model (U.S. Patent No. 12462572). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12462572

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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