Enhancing augmented reality with machine learning for hands-on origami training

Enhancing augmented reality with machine learning for hands-on origami training

This research explores integrating augmented reality (AR) with machine learning (ML) to enhance hands-on skill acquisition through origami folding. We developed an AR system using the YOLOv8 model to provide real-time feedback and automatic validation of each folding step, offering step-by-step guid...

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Bibliographic Details
Main Authors: Mikołaj Łysakowski, Jakub Gapsa, Chenxu Lyu, Thomas Bohné, Sławomir Konrad Tadeja, Piotr Skrzypczyński
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Virtual Reality
Subjects:
augmented reality
machine learning
edge computing
assembly task
education
Online Access:https://www.frontiersin.org/articles/10.3389/frvir.2025.1499830/full
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