Elementary Concept Reasoning (ECR)

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datacite.relation.isCitedBy https://arxiv.org/abs/2112.02290
dc.contributor.author Stammer, Wolfgang
dc.contributor.author Memmel, Marius
dc.contributor.author Schramowski, Patrick
dc.contributor.author Kersting, Kristian
dc.date.accessioned 2022-03-23T13:21:19Z
dc.date.available 2022-03-23T13:21:19Z
dc.date.created 2021
dc.date.issued 2022-03-23
dc.description Elementary 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.identifier.uri https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/3426
dc.rights.licenseCC-BY-4.0 (https://creativecommons.org/licenses/by/4.0)
dc.subject Concept Learning de_DE
dc.subject Object-centric de_DE
dc.subject.classification 4.43-04
dc.subject.classification 4.43-05
dc.subject.ddc 004
dc.title Elementary Concept Reasoning (ECR) de_DE
dc.type Image de_DE
dcterms.accessRights openAccess
person.identifier.orcid 0000-0003-3793-8046
person.identifier.orcid #PLACEHOLDER_PARENT_METADATA_VALUE#
person.identifier.orcid 0000-0003-1231-7120
person.identifier.orcid #PLACEHOLDER_PARENT_METADATA_VALUE#
tuda.history.classification Version=2016-2020;409-05 Interaktive und intelligente Systeme, Bild- und Sprachverarbeitung, Computergraphik und Visualisierung
tuda.project Bund/BLE | 2815NA187 | AuDiSens
tuda.unit TUDa

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