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dc.contributor.authorFulir, Juraj-
dc.contributor.authorJeziorski, Natascha-
dc.contributor.authorBosnar, Lovro-
dc.contributor.authorHagen, Hans-
dc.contributor.authorRedenbach, Claudia-
dc.contributor.authorGospodnetic, Petra-
dc.contributor.authorHerrfurth, Tobias-
dc.contributor.authorTrost, Marcus-
dc.contributor.authorGischkat, Thomas-
dc.date.accessioned2024-10-17T13:11:02Z-
dc.date.available2024-10-17T13:11:02Z-
dc.date.issued2024-10-16-
dc.identifier.urihttps://fordatis.fraunhofer.de/handle/fordatis/420-
dc.identifier.urihttp://dx.doi.org/10.24406/fordatis/370-
dc.description.abstractVisual surface inspection images of aluminum test objects with different manufacturing surface textures and defects. The textures were produced by sandblasting, paralel milling and spiral milling. The dataset was used to support study of influence of surface texture on defect recognition. It contains real images, synthetic images and segmentation masks for both. Objects were inspected using a ring light and grayscale matrix camera monted on a robotic manipulator.en
dc.language.isoenen
dc.rights.urihttps://choosealicense.com/licenses/mit/en
dc.subjectVisual Surface Inspectionen
dc.subjectSynthetic Dataen
dc.subjectSurface Defecten
dc.subjectSurface Textureen
dc.subjectMetal Surfaceen
dc.subject.ddcDDC::000 Informatik, Informationswissenschaft, allgemeine Werke::000 Informatik, Wissen, Systeme::005 Computerprogrammierung, Programme, Datenen
dc.subject.ddcDDC::600 Technik, Medizin, angewandte Wissenschaften::670 Industrielle Fertigung::671 Metallverarbeitung und Rohprodukte aus Metallen
dc.titleSYNOSIS dataseten
dc.title.alternativeSYNOSIS: Image synthesis pipeline for machine vision in metal surface inspectionen
dc.typeImageen
dc.contributor.funderBundesministerium für Wirtschaft und Klimaschutz BMWK (Deutschland)en
dc.description.technicalinformationDataset is a collection of PNG images and text files easily readable by any software.en
fordatis.groupIUK-Technologieen
fordatis.instituteITWM Fraunhofer-Institut für Techno- und Wirtschaftsmathematiken
fordatis.rawdatatrueen
fordatis.sponsorship.projectid01IS21058en
fordatis.sponsorship.projectnameSynthetic, Optically Realistic Image Data of Surface Structures for AI-Based Inspection Systemsen
fordatis.sponsorship.projectacronymSynosIsen
fordatis.date.start2022-08-03-
fordatis.date.end2023-10-15-
Enthalten in den Sammlungen:Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM

Dateien zu dieser Ressource:
Datei Beschreibung GrößeFormat 
Dataset Teaser (samples).pdfTeaser images of all the textures and object instances.3,33 MBAdobe PDFÖffnen/Download
Real.zipReal part of the dataset.541,96 MBZIPÖffnen/Download
SynthPreprocess_CNR0_05.zipSynthetic part of the dataset.730,13 MBZIPÖffnen/Download
Readme_Real.mdReadme file on the usage of real part of the dataset.3,02 kBTextÖffnen/Download
Readme_Synth.mdReadme file on the usage of synthetic part of the dataset.3,16 kBTextÖffnen/Download
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