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A Vision Data Repository for Human-UR10 Robot Interactions in Manufacturing

Version 2 2024-12-02, 09:14
Version 1 2022-02-04, 09:50
dataset
posted on 2024-12-02, 09:14 authored by Jingqiong Zhang, Shenglin Wang, Peng Wang, Lyudmila MihaylovaLyudmila Mihaylova, James LawJames Law, Radu Calinescu
<p dir="ltr">This repository contains images and videos collected when an operator is interacting with an UR10 robot platform. The platform includes both real datasets from UR10 and synthetic datasets created with a Digital Twin software.</p><p dir="ltr">The dataset is used in the paper of "<i>A deep learning-enhanced Digital Twin framework for improving safety and reliability in human–robot collaborative manufacturing</i>", published in Robotics and Computer-Integrated Manufacturing.</p><p dir="ltr"><br>This data repository could be used for the purpose of object detection, classification and segmentation.</p>

Funding

CSI-Cobot: Confident safety integration for Cobots, Lloyds Register Foundation

UKRI Trustworthy Autonomous Systems Node in Resilience

UK Research and Innovation

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History

Ethics

  • There is no personal data or any that requires ethical approval

Policy

  • The data complies with the institution and funders' policies on access and sharing

Sharing and access restrictions

  • The uploaded data can be shared openly

Data description

  • The file formats are open or commonly used

Methodology, headings and units

  • There is a file including methodology, headings and units, such as a readme.txt

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