Verfahren, Vorrichtung und Computerlesbares Medium zur Korrektur von Ground-Truth-Etiketten bei Trainingsdatensätzen

Details

Veröffentlichungs-Nr.

EP4711990

Anmeldetag

26. November 2024

Veröffentlichung

18. März 2026

Rechtsraum

EP

IPC

G06N20/00

Abstract

Embodiments of the present disclosure relate to a method for correcting ground truth labels used in training a machine learning model for a computer vision task. A training method and ground truth labels 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 correcting ground truth labels comprises obtaining sample images and ground truth labels for the sample images, training the machine learning model using the sample images and the ground truth labels, modifying the sample images, obtaining, by the machine learning model, predicted labels for the modified sample images, and correcting the ground truth labels based on a comparison of the ground truth labels with the predicted labels.

Anmelder

Firma

AUMOVIO Germany GmbH

Land

🇩🇪 Deutschland