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dc.contributor.advisorKrüger, Jörg-
dc.contributor.authorKoch, Paul-
dc.contributor.authorSchlüter, Marian-
dc.contributor.authorBriese, Clemens-
dc.contributor.authorChavan, Vivek-
dc.contributor.otherJagtap, Maulik-
dc.date.accessioned2023-11-13T09:59:50Z-
dc.date.available2023-11-13T09:59:50Z-
dc.date.issued2023-11-02-
dc.identifier.urihttps://fordatis.fraunhofer.de/handle/fordatis/358-
dc.identifier.urihttp://dx.doi.org/10.24406/fordatis/300-
dc.description.abstractWe present MVIP, a novel dataset for multi-modal and multi-view application oriented industrial part recognition. Here we combine a calibrated RGBD multi-view dataset with additional object context such as physical properties, natural language, and super-classes. Our main goal with MVIP is to study and push transferability of various state-of-the-art methods within related downstream tasks towards an efficient deployment of industrial classifiers. Additionally, we intent to push with MVIP research regarding several modality fusion topics, (automated) synthetic data generation, and complex data sampling methods -- combined in a single application oriented benchmark.en
dc.language.isoenen
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en
dc.subjectMulti Modalen
dc.subjectMulti Viewen
dc.subjectClassificationen
dc.subjectMachine Learningen
dc.subjectRGB-Den
dc.subjectPart Recognitionen
dc.subjectIndustrialen
dc.subjectIndustryen
dc.titleMVIP: A Dataset for Industrial Part Recognitionen
dc.typeImageen
dc.contributor.funderBundesministerium für Bildung und Forschung BMBF (Deutschland)en
fordatis.groupProduktionen
fordatis.instituteIPK Institut für Produktionsanlagen und Konstruktionstechniken
fordatis.rawdatafalseen
fordatis.sponsorship.FundingProgrammeReziProKen
fordatis.sponsorship.projectid033R226en
fordatis.sponsorship.projectnameSensorische Erfassung, automatisierte Identifikation und Bewertung von Altteilenen
fordatis.sponsorship.projectacronymEIBAen
fordatis.sponsorship.ResearchFrameworkProgrammFONAen
Appears in Collections:Institut für Produktionsanlagen und Konstruktionstechnik IPK



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