Verfahren für ein Training Und/oder Testen eines Maschinenlernsystems

Details

Veröffentlichungs-Nr.

EP4742181

Anmeldetag

7. November 2024

Veröffentlichung

13. Mai 2026

Rechtsraum

EP

IPC

G06V10/774, G06V20/56

Abstract

The invention relates to a method (100) for a training and/or testing of a machine learning system (50) for a specific technical application, comprising:- Providing (101) at least one instruction (310) for an image generation process (340) to generate synthetic images (320) that represent a scene specific to the application,- Providing (102) at least one layout specification (330) that specifies spatial restrictions for the generation process (340),- Providing (103) a classification specification (350) that provides different classes for the represented scene,- Dividing (104) the different classes of the classification specification into at least two groups that represent different levels of relevance to the application,- Determining (105) at least one modification for the layout specification (330) based on the divided classes,- Initiating (106) the generation process (340) to generate the images (320) based on the at least one instruction (310) and the at least one modified layout specification (330).

Anmelder

Firmen

Robert Bosch GmbH
CARIAD SE

Land

🇩🇪 Deutschland