Verfahren zur Detektion von Bestandteilen in einem Erntegutgemisch

Details

Veröffentlichungs-Nr.

EP4752855

Anmeldetag

27. November 2024

Veröffentlichung

3. Juni 2026

Rechtsraum

EP

Abstract

A computer-implemented method for detecting components in a crop flow of a harvesting machine, the method comprising: receiving a plurality of images of a first crop flow captured by a first image sensor; receiving a plurality of images of a second crop flow captured by a second image sensor, wherein the second image sensor is in a different location of the harvesting machine than the first image sensor; preparing a first training data set comprising the images of the first crop flow; fine-tuning a first machine learning model using the first training data set wherein fine-tuning comprises: identifying a first component in the first training data set; and identifying a first set of features associated with the first component; and applying the fine-tuned machine learning model to the images of the second crop flow to recognise the first component using the first set of features.

Anmelder

Firma

CNH Industrial Belgium N.V.

Land

🇧🇪 Belgien