Techniken zum Trainieren eines Maschinenlernmodells zur Modifizierung von Abschnitten von Formen Während der Erzeugung von Designs für Dreidimensionale Objekte

Details

Veröffentlichungs-Nr.

EP3998546

Aktenzeichen

EP21203037

Anmeldetag

15. Oktober 2021

Veröffentlichung

18. Mai 2022

Rechtsraum

EP

IPC

G06F30/27G06N20/00

Abstract

A computer-implemented method (600) for training a machine learning model to modify portions of shapes when designing 3D objects. A training application is used to convert first structural analysis data having a first resolution to first coarse structural analysis data having a second resolution that is lower than the first resolution. Subsequently, the training application generates (612) one or more training sets based on a first shape, the first coarse structural analysis data, and a second shape that is derived from the first shape. Each training set is associated with a different portion of the first shape. The training application then performs (618) one or more machine learning operations on the machine learning model using the training set(s) to generate a trained machine learning model. The trained machine learning model modifies at least a portion of a shape having the first resolution based on coarse structural analysis data having the second resolution.

Anmelder

Firma

Autodesk, Inc.

Land

🇺🇸 USA

Fachgebiete