SDNET2018: An annotated image dataset for non-contact concrete crack detection using deep convolutional neural networks

SDNET2018 is an annotated image dataset for training, validation, and benchmarking of artificial intelligence based crack detection algorithms for concrete. SDNET2018 contains over 56,000 images of cracked and non-cracked concrete bridge decks, walls, and pavements. The dataset includes cracks as na...

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Bibliographic Details
Main Authors: Sattar Dorafshan, Robert J. Thomas, Marc Maguire
Format: Article
Language:English
Published: Elsevier 2018-12-01
Series:Data in Brief
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340918314082