Dataset Open Access

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

Hussein Mohammed


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    <subfield code="a">&lt;p&gt;A minimal dataset of 125 image-text pairs&amp;nbsp;and 10&amp;nbsp;text queries&amp;nbsp;for fine-tuning vision-language models on manuscript images.&amp;nbsp;It is dedicated to the task of text-based image retrieval, and splited into &amp;quot;train&amp;quot; and &amp;quot;test&amp;quot; sets. The train set&amp;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:&lt;/p&gt;

&lt;p&gt;- images from&amp;nbsp;the &lt;a href="http://spotting.univ-rouen.fr/"&gt;DocExplore&lt;/a&gt; dataset&amp;nbsp;of medieval manuscripts.&lt;/p&gt;

&lt;p&gt;- images from&amp;nbsp;two manuscripts from Al-Ḥarīrī,&amp;nbsp;&lt;em&gt;Maqāmāt&lt;/em&gt;,&amp;nbsp;&amp;copy; Paris,&amp;nbsp;Biblioth&amp;egrave;que nationale de France. D&amp;eacute;partement des manuscrits,&amp;nbsp;namely MS arabe 3929 and MS arabe 5847.&lt;/p&gt;

&lt;p&gt;- the descriptions in the text files are prepared by&amp;nbsp;Martina Dinelli&lt;/p&gt;

&lt;p&gt;The research for this work was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany&amp;#39;s Excellence Strategy &amp;ndash; EXC 2176 &amp;lsquo;Understanding Written Artefacts: Material, Interaction and Transmission in Manuscript Cultures&amp;#39;, project no. 390893796. The research was conducted within the scope of the Centre for the Study of Manuscript Cultures (CSMC) at Universit&amp;auml;t Hamburg.&lt;/p&gt;</subfield>
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    <subfield code="a">Hussein Mohammed</subfield>
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