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Elementary Concept Reasoning (ECR)

dc.contributor.authorStammer, Wolfgang
dc.contributor.authorMemmel, Marius
dc.contributor.authorSchramowski, Patrick
dc.contributor.authorKersting, Kristian
dc.date.accessioned2022-03-23T13:21:19Z
dc.date.available2022-03-23T13:21:19Z
dc.date.issued2021
dc.identifier.urihttps://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/3426
dc.descriptionElementary Concept Reasoning (ECR) is a novel dataset focusing on object-centric visual concept learning. It contains RGB images (64×64×3) of 2D geometric objects on a constant colored background. Objects can vary in shape (circle, triangle, square, and pentagon),size (large and small), and color (red, green, blue, yellow). Uniform jitter was added to each color, resulting in various color shades. Each image contains a single object which is fixed to the center of the image. Furthermore, ECR contains image pairs following the match pairing setup.de_DE
dc.relationIsCitedBy;arXiv;2112.02290
dc.rightsCreative Commons Attribution 4.0
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectConcept Learningde_DE
dc.subjectObject-centricde_DE
dc.subject.classification409-05 Interaktive und intelligente Systeme, Bild- und Sprachverarbeitung, Computergraphik und Visualisierungde_DE
dc.subject.ddc004
dc.titleElementary Concept Reasoning (ECR)de_DE
dc.typeImagede_DE
tud.projectBund/BLE | 2815NA187 | AuDiSensde_DE
tud.unitTUDa


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Creative Commons Attribution 4.0
Except where otherwise noted, this item's license is described as Creative Commons Attribution 4.0