Patent · US Active

Method and control device for generating training data for training a machine learning algorithm

US12314819B2 · kind B2 · utility

0Cited by

1References

15Claims

0Family size

Assignee

Robert Bosch GmbH · DE

Inventors

Frank Hutter · Würzburg, DE
Samuel Mueller · Freiburg im Breisgau, DE

Key dates

Filing date	Mar 31, 2022
Grant date	May 27, 2025
Priority date	—
Expiry date	Sep 7, 2043

Classification

Technology area (CPC G)Physics
CPC primaryG06V10/774
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A method for generating training data for training a machine learning algorithm. The method includes the following steps: providing first training data and generating additional training data from at least one portion of the first training data, wherein the additional training data are generated in each case by applying, to all the training data included in the at least one portion of the first training data, an augmentation function randomly selected from a set of possible augmentation functions; providing the first training data and the additional training data for training the machine learning algorithm.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.