Dataset Open Access

Mini-dataset for VL-Models fine-tuning (VL-Tune-dataset-mini)

Hussein Mohammed


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{"@context":"https://schema.org/","@id":"http://doi.org/10.25592/uhhfdm.12671","@type":"Dataset","creator":[{"@id":"https://orcid.org/0000-0001-5020-3592","@type":"Person","affiliation":"Universit\u00e4t Hamburg","name":"Hussein Mohammed"}],"datePublished":"2023-06-30","description":"<p>A minimal dataset of 125 image-text pairs&nbsp;and 10&nbsp;text queries&nbsp;for fine-tuning vision-language models on manuscript images.&nbsp;It is dedicated to the task of text-based image retrieval, and splited into &quot;train&quot; and &quot;test&quot; sets. The train set&nbsp;consists of 100 image-text pairs, while the test set consists of 25 image-text pairs. This dataset is constructed from the following sources:</p>\n\n<p>- images from&nbsp;the <a href=\"http://spotting.univ-rouen.fr/\">DocExplore</a> dataset&nbsp;of medieval manuscripts.</p>\n\n<p>- images from&nbsp;two manuscripts from Al-\u1e24ar\u012br\u012b,&nbsp;<em>Maq\u0101m\u0101t</em>,&nbsp;&copy; Paris,&nbsp;Biblioth&egrave;que nationale de France. D&eacute;partement des manuscrits,&nbsp;namely MS arabe 3929 and MS arabe 5847.</p>\n\n<p>- the descriptions in the text files are prepared by&nbsp;Martina Dinelli</p>\n\n<p>The research for this work was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany&#39;s Excellence Strategy &ndash; EXC 2176 &lsquo;Understanding Written Artefacts: Material, Interaction and Transmission in Manuscript Cultures&#39;, project no. 390893796. The research was conducted within the scope of the Centre for the Study of Manuscript Cultures (CSMC) at Universit&auml;t Hamburg.</p>","distribution":[{"@type":"DataDownload","contentUrl":"https://www.fdr.uni-hamburg.de/api/files/14eae713-6556-4275-b8ae-59e0465e03dc/VL_Drawing_Dataset.zip","encodingFormat":"zip"}],"identifier":"http://doi.org/10.25592/uhhfdm.12671","inLanguage":{"@type":"Language","alternateName":"eng","name":"English"},"keywords":["Vision-Language Models, Dataset"],"license":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Mini-dataset for VL-Models fine-tuning (VL-Tune-dataset-mini)","url":"https://www.fdr.uni-hamburg.de/record/12671","version":"1.0"}

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