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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 12462595 B1

PDFFull Text
Date of Patent:
Nov. 04, 2025

Filed:

Oct. 19, 2021

Training data generator and method for generation of training datasets

Applicant:

Siemens Aktiengesellschaft, Munich, DE;

Inventors:

Moritz Allmaras, Munich, DE;

Tim Schenk, Landshut, DE;

Jan Christoph Wehrstedt, Munich, DE;

Harald Held, Bockhorn, DE;

Steffen Limmer, Munich, DE;

Ulli Herzog, Leimen, DE;

Sascha Heß, Bietigheim, DE;

Klaus Walter Wendelberger, St. Leon-Rot, DE;

Till Heinzerling, Stutensee, DE;

Julian Knittel, Maulbronn, DE;

Assignee:

Siemens Aktiengesellschaft, Munich, DE;

Attorney:

Schmeiser, Olsen Watts, LLP

Primary Examiner:

Xin Sheng

Int. Cl.
CPC ...
G06V 30/422 (2022.01); G06N 3/09 (2023.01); G06T 11/20 (2006.01); G06V 30/19 (2022.01);
U.S. Cl.
CPC ...
G06V 30/422 (2022.01); G06N 3/09 (2023.01); G06T 11/206 (2013.01); G06V 30/19147 (2022.01);
Abstract

A training data generator includes an interface to read symbols extracted from digital system plans for technical systems, wherein each of the system plans represents the design and/or the functionality of a technical system by of symbols, and the system plans are identical. The training data generator also includes a storage module which is designed to store the extracted symbols, a selection module which is designed to randomly select a symbol sub-quantity of the stored symbols using a random generator, a generator which is designed to generate at least one synthetic system plan on the basis of the selected symbol sub-quantity, and an output module to output the at least one synthetic system plan as training data in order to train a trainable image detection module, wherein the trainable image detection module is designed to generate a digital system plan using an analog system plan of a technical system.

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Quick Actions:

Allmaras, Moritz. (2025). Training data generator and method for generation of training datasets (U.S. Patent No. 12462595). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12462595

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