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Extension to IndustReal Dataset: Assembly State Recognition with Error States

  • S.H. Hung (Creator)
  • Tim J. Schoonbeek (Creator)
  • Goutham Balachandran (Creator)
  • Hans Onvlee (Creator)
  • Jacek Kustra (Creator)
  • Peter H.N. De With (Creator)
  • Fons van der Sommen (Creator)

Dataset

Description

Update to dataset, now including all synthetic data as well.

This dataset contains the assembly state images and annotations as an extension to the public. Whereas the original dataset only classifies assembly errors as error class, we define fine-grained annotations and error type classifications for every assembly error in the dataset. These labels enable researchers to continue studying procedural and execution errors in assembly and maintenance tasks.
Date made availableDec 2024
PublisherTU Delft - 4TU.ResearchData

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