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ShapeDomainLab: A Controlled Synthetic Dataset of Simple Geometric Shapes for Studying Domain Robustness of Computer Vision Models
Aug 13, 2026 - V.M. Glushkov Institute of Cybernetics of the NAS of Ukraine
Galelyuka, Igor; Romanov, Volodymyr, 2026, "ShapeDomainLab: A Controlled Synthetic Dataset of Simple Geometric Shapes for Studying Domain Robustness of Computer Vision Models", https://doi.org/10.48788/DVUA/T8V83V, DataverseUA, V1, UNF:6:bqdw6+LCffW4aqx10ClhDA== [fileUNF]
## Motivation and scope Motivation: controlled study of domain shift, domain robustness, classification and segmentation; this is not a substitute for natural data. ## Composition Six domains (clean, rotation, geometry, noise, clipping, composite); five classes (circle, octagon,...
AUTHORS.md
Aug 13, 2026 - ShapeDomainLab: A Controlled Synthetic Dataset of Simple Geometric Shapes for Studying Domain Robustness of Computer Vision Models
Markdown Text - 1003 B - MD5: c26c8134e9e173518eca649053ae73d8
CHANGELOG.md
Aug 13, 2026 - ShapeDomainLab: A Controlled Synthetic Dataset of Simple Geometric Shapes for Studying Domain Robustness of Computer Vision Models
Markdown Text - 214 B - MD5: 76dbaf6f3afcf88a69f9b873cf3dcc72
CITATION.cff
Aug 13, 2026 - ShapeDomainLab: A Controlled Synthetic Dataset of Simple Geometric Shapes for Studying Domain Robustness of Computer Vision Models
Unknown - 429 B - MD5: 2e19f5524b2023856b0e01eb25004faf
CITATION.txt
Aug 13, 2026 - ShapeDomainLab: A Controlled Synthetic Dataset of Simple Geometric Shapes for Studying Domain Robustness of Computer Vision Models
Plain Text - 408 B - MD5: 836db3e4b33d909ae545681b5cd8e63c
DATASET_CARD_EN.md
Aug 13, 2026 - ShapeDomainLab: A Controlled Synthetic Dataset of Simple Geometric Shapes for Studying Domain Robustness of Computer Vision Models
Markdown Text - 2.0 KB - MD5: 4a64222d21a2f00c8f7b87ce93571326
DATASET_CARD_UA.md
Aug 13, 2026 - ShapeDomainLab: A Controlled Synthetic Dataset of Simple Geometric Shapes for Studying Domain Robustness of Computer Vision Models
Markdown Text - 3.1 KB - MD5: 651c42c4c5ed039e5d838b249a3f1e69
DATAVERSE_METADATA_EN.md
Aug 13, 2026 - ShapeDomainLab: A Controlled Synthetic Dataset of Simple Geometric Shapes for Studying Domain Robustness of Computer Vision Models
Markdown Text - 1.7 KB - MD5: 398d0a6b55b86d0f238a9b9b589f3ecb
DATAVERSE_METADATA_UA.md
Aug 13, 2026 - ShapeDomainLab: A Controlled Synthetic Dataset of Simple Geometric Shapes for Studying Domain Robustness of Computer Vision Models
Markdown Text - 2.6 KB - MD5: 6b0e96c64b14f26b665e4ed84be27544
DOMAIN_SPECIFICATIONS_EN.md
Aug 13, 2026 - ShapeDomainLab: A Controlled Synthetic Dataset of Simple Geometric Shapes for Studying Domain Robustness of Computer Vision Models
Markdown Text - 1.1 KB - MD5: f9d4f2eb7d797ee3beaf7bbfa877212d
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