%0 Generic %A Schoonbeek, Tim J. %A Balachandran, Goutham %A Onvlee, Hans %A Houben, Tim %A Hung, Shao-Hsuan %A Kustra, Jacek %A de With, Peter H.N. %A van der Sommen, Fons %D 2024 %T Extension to IndustReal Dataset: Assembly State Recognition with Error States %U %R 10.4121/611adbc7-7935-43a6-8c3f-b2260a508e73.v1 %K assembly state recognition %K error recognition %K assembly error %K procedure error %K computer vision %K industrial AI %K industry 4.0 %K procedure understanding %K egocentric %X <p>This dataset contains the assembly state images and annotations as an extension to the public <a href="https://data.4tu.nl/datasets/b008dd74-020d-4ea4-a8ba-7bb60769d224" target="_blank">IndustReal dataset</a>. 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.</p> %I 4TU.ResearchData