TRAINING DATA GENERATOR AND METHOD FOR GENERATING TRAINING DATA SETS

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 genera...

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Bibliographic Details
Main Authors HEINZERLING, Till, HELD, Harald, WENDELBERGER, Klaus, HERZOG, Ulli, ALLMARAS, Moritz, LIMMER, Steffen, HESS, Sascha, SCHENK, Tim, WEHRSTEDT, Jan Christoph, KNITTEL, Julian
Format Patent
LanguageEnglish
French
German
Published 02.08.2023
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Summary: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.
Bibliography:Application Number: EP20210797998