GENERATING AI DATASET USING 3D ENGINE

GENERATING AI DATASET USING 3D ENGINE

Embodiments regard improving machine learning (ML) training dataset generation. A method includes receiving or generating, by a scene editor, an image, augmenting, using procedural generation, the image to include a three-dimensional (3D) model of an object resulting in a synthetic image, and genera...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Werner, Steven D, Sallee, Philip A, Ryland, James
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:Embodiments regard improving machine learning (ML) training dataset generation. A method includes receiving or generating, by a scene editor, an image, augmenting, using procedural generation, the image to include a three-dimensional (3D) model of an object resulting in a synthetic image, and generating, by a generative model and based on the synthetic image, a realistic image.