Verfahren, Vorrichtung und Computerlesbares Medium zur Erzeugung von Ausgeglichenen Datensätzen für Maschinelles Lernen

Details

Veröffentlichungs-Nr.

EP4712044

Anmeldetag

26. November 2024

Veröffentlichung

18. März 2026

Rechtsraum

EP

IPC

G06V10/774

Abstract

Embodiments of the present disclosure relate to a method for generating training data to be used in training a machine learning model for a computer vision task. A training method and data used for training a machine learning model are also disclosed. A machine learning model, a computer program, a computer-readable data carrier and an apparatus are also presented. The method for generating training data to be used in training a machine learning model comprises obtaining information on a frequency of occurrence of object classes in the training dataset, cutting out, based on the frequency of occurrence, objects from sample images obtained from the training dataset, and generating training data comprising a collage of at least two of the cut-out objects.

Anmelder

Firma

AUMOVIO Germany GmbH

Land

🇩🇪 Deutschland