Dataset Open Access

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

Hussein Mohammed


JSON Export

{"conceptdoi":"10.25592/uhhfdm.12670","conceptrecid":"12670","created":"2023-06-30T12:07:03.457297+00:00","doi":"10.25592/uhhfdm.12671","id":12671,"links":{"badge":"https://www.fdr.uni-hamburg.de/badge/doi/10.25592/uhhfdm.12671.svg","conceptbadge":"https://www.fdr.uni-hamburg.de/badge/doi/10.25592/uhhfdm.12670.svg","conceptdoi":"http://doi.org/10.25592/uhhfdm.12670","doi":"http://doi.org/10.25592/uhhfdm.12671"},"metadata":{"access_right":"open","access_right_category":"success","communities":[{"id":"csmc"},{"id":"uhh"}],"creators":[{"affiliation":"Universit\u00e4t Hamburg","name":"Hussein Mohammed","orcid":"0000-0001-5020-3592"}],"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>","doi":"10.25592/uhhfdm.12671","keywords":["Vision-Language Models, Dataset"],"language":"eng","license":{"id":"CC-BY-4.0"},"publication_date":"2023-06-30","related_identifiers":[{"identifier":"10.25592/uhhfdm.12670","relation":"isVersionOf","scheme":"doi"}],"relations":{"version":[{"count":1,"index":0,"is_last":true,"last_child":{"pid_type":"recid","pid_value":"12671"},"parent":{"pid_type":"recid","pid_value":"12670"}}]},"resource_type":{"title":"Dataset","type":"dataset"},"title":"Mini-dataset for VL-Models fine-tuning (VL-Tune-dataset-mini)","version":"1.0"},"owners":[96],"revision":3,"updated":"2023-06-30T20:14:20.401443+00:00"}

Cite record as