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Cartography and Geographic Information Science Volume 51, 2024 - Issue 1: Machine Learning in Cartography
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Research Article

Keeping walls straight: data model and training set size matter for deep learning in building generalization

Cheng Fua Department of Geography, University of Zurich, SwitzerlandCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-1562-7941View further author information
ORCID Icon,
Zhiyong Zhoua Department of Geography, University of Zurich, SwitzerlandORCID Iconhttps://orcid.org/0000-0002-6117-2071View further author information
ORCID Icon,
Yu Fengb School of Engineering and Design, Technical University of Munich, GermanyORCID Iconhttps://orcid.org/0000-0001-5110-5564View further author information
ORCID Icon &
Robert Weibela Department of Geography, University of Zurich, SwitzerlandORCID Iconhttps://orcid.org/0000-0002-2425-0077View further author information
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Pages 130-145 | Received 14 Jan 2023, Accepted 20 Sep 2023, Published online: 14 Nov 2023

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Lars Harrie, Guillaume Touya, Rachid Oucheikh, Tinghua Ai, Azelle Courtial & Kai-Florian Richter. (2024) Machine learning in cartography. Cartography and Geographic Information Science 51:1, pages 1-19.
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