PerfCam: Digital Twinning for Production Lines Using 3D Gaussian Splatting and Vision Models

PerfCam: Digital Twinning for Production Lines Using 3D Gaussian Splatting and Vision Models

We introduce PerfCam, an open source Proof-of-Concept (PoC) digital twinning framework that combines camera and sensory data with 3D Gaussian Splatting and computer vision models for digital twinning, object tracking, and Key Performance Indicators (KPIs) extraction in industrial production lines. B...

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Bibliographic Details
Main Authors: Michel Gokan Khan, Renan Guarese, Fabian Johnson, Xi Vincent Wang, Anders Bergman, Benjamin Edvinsson, Mario Romero, Jeremy Vachier, Jan Kronqvist
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Digital twins
machine learning
3D Gaussian splatting
3D reconstruction
object detection
computer vision
Online Access:https://ieeexplore.ieee.org/document/10990187/
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https://ieeexplore.ieee.org/document/10990187/

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