Langanzeige der Metadaten
| DC Element | Wert | Sprache |
|---|---|---|
| dc.contributor.author | Mao, Runzhou | - |
| dc.contributor.author | Fulir, Juraj | - |
| dc.contributor.author | Garth, Christoph | - |
| dc.contributor.author | Gospodnetic, Petra | - |
| dc.date.accessioned | 2024-08-21T13:26:01Z | - |
| dc.date.available | 2024-08-21T13:26:01Z | - |
| dc.date.issued | 2024-08-19 | - |
| dc.identifier.uri | https://fordatis.fraunhofer.de/handle/fordatis/412 | - |
| dc.identifier.uri | http://dx.doi.org/10.24406/fordatis/361 | - |
| dc.description.abstract | Visual surface inspection images of aluminum plates with defects and impurities present. Dataset was used to support study of influence of impurities on defect detection. Plates were inspected using a ring light and grayscale camera monted on a robotic manipulator. | en |
| dc.language.iso | en | en |
| dc.rights.uri | https://choosealicense.com/licenses/mit/ | en |
| dc.subject | Visual Surface Inspection | en |
| dc.subject | Synthetic Data | en |
| dc.subject | Anomaly Detection | en |
| dc.subject | Surface Impurity | en |
| dc.subject | Surface Defect | en |
| dc.subject | Metal Surface | en |
| dc.subject.ddc | DDC::000 Informatik, Informationswissenschaft, allgemeine Werke::000 Informatik, Wissen, Systeme::005 Computerprogrammierung, Programme, Daten | en |
| dc.subject.ddc | DDC::600 Technik, Medizin, angewandte Wissenschaften::670 Industrielle Fertigung::671 Metallverarbeitung und Rohprodukte aus Metall | en |
| dc.title | Aluminum Plates Dual Dataset | en |
| dc.title.alternative | Sequential PatchCore: Anomaly Detection for Surface Inspection using Synthetic Impurities | en |
| dc.type | Other | en |
| dc.description.technicalinformation | Dataset is a collection of PNG image files easily readable by any software. | en |
| fordatis.group | IUK-Technologie | en |
| fordatis.institute | ITWM Fraunhofer-Institut für Techno- und Wirtschaftsmathematik | en |
| fordatis.rawdata | true | en |
| Enthalten in den Sammlungen: | Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM | |
Dateien zu dieser Ressource:
| Datei | Beschreibung | Größe | Format | |
|---|---|---|---|---|
| Real_clean.zip | Contains images from multiple viewpoints of clean real aluminum plates. | 448,88 MB | ZIP | Öffnen/Download |
| Real_defected.zip | Contains images from multiple viewpoints of real aluminum plates containing defects and the only subset containing corresponding defect masks. | 378,04 MB | ZIP | Öffnen/Download |
| Synth.zip | Contains images from single viewpoint of synthetic clean plates. | 248,2 MB | ZIP | Öffnen/Download |
| Synth_90deglight.zip | Contains images from single viewpoint of synthetic clean plates augmented by 90 degree rotation of the original hexagonal light source. | 250,39 MB | ZIP | Öffnen/Download |
| Synth_biglight.zip | Contains images from single viewpoint of synthetic clean plates augmented by doubling the size of the original hexagonal light source. | 263,1 MB | ZIP | Öffnen/Download |
| Synth_WS.zip | Contains images from single viewpoint of synthetic plates with synthetic waterstains. | 250,77 MB | ZIP | Öffnen/Download |
| Synth_WS_90deglight.zip | Contains images from single viewpoint of synthetic plates with synthetic waterstains augmented by 90 degree rotation of the original hexagonal light source. | 252,81 MB | ZIP | Öffnen/Download |
| Synth_WS_biglight.zip | Contains images from single viewpoint of synthetic plates with synthetic waterstains augmented by doubling the size of the original hexagonal light source. | 266,04 MB | ZIP | Öffnen/Download |
| readme.md | Description of the dataset detailing the usage of the subsets and classes. | 3,06 kB | Text | Öffnen/Download |
Alle Ressourcen in diesem Repository sind urheberrechtlich geschützt, soweit nicht anderweitig angezeigt.