<?xml version='1.0' encoding='UTF-8'?><codeBook xmlns="ddi:codebook:2_5" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="ddi:codebook:2_5 https://ddialliance.org/Specification/DDI-Codebook/2.5/XMLSchema/codebook.xsd" version="2.5"><docDscr><citation><titlStmt><titl>Annotated cows in aerial images for use in deep learning models</titl><IDNo agency="DOI">doi:10.7910/DVN/N7GJYU</IDNo></titlStmt><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><distDate>2021-05-31</distDate></distStmt><verStmt source="archive"><version date="2021-05-31" type="RELEASED">1</version></verStmt><biblCit>G.J. Franke; Sander Mucher, 2021, "Annotated cows in aerial images for use in deep learning models", https://doi.org/10.7910/DVN/N7GJYU, Harvard Dataverse, V1</biblCit></citation></docDscr><stdyDscr><citation><titlStmt><titl>Annotated cows in aerial images for use in deep learning models</titl><IDNo agency="DOI">doi:10.7910/DVN/N7GJYU</IDNo></titlStmt><rspStmt><AuthEnty affiliation="Wageningen University and Research Centre">G.J. Franke</AuthEnty><AuthEnty affiliation="Wageningen University and Research Centre">Sander Mucher</AuthEnty></rspStmt><prodStmt/><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><contact affiliation="Wageningen University and Research Centre" email="jappe.franke@wur.nl">G.J. Franke</contact><depositr>Janssen, Sander</depositr><depDate>2021-05-31</depDate></distStmt><holdings URI="https://doi.org/10.7910/DVN/N7GJYU"/></citation><stdyInfo><subject><keyword xml:lang="en">Agricultural Sciences</keyword><keyword xml:lang="en">Computer and Information Science</keyword><keyword xml:lang="en">Other</keyword><keyword>Deep Learning, Cows, GenTORE, Aerial Images, Pascal VOC, Annotated</keyword></subject><abstract>A large dataset containing aerial images from fields in Juchowo, Poland and Wageningen, the Netherlands, with annotated cows present in the images using Pascal VOC XML Annotation Format. This dataset has been used to train various Deep Learning models (nanonets, yolov3 and the like) as part of the GenTORE project (&lt;a href="https://www.gentore.eu/" target="_blank">https://www.gentore.eu&lt;/a> )

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