Project Details

Smart digilinka - Strojové učení pro digitalizaci tištěného dědictví

Project Period: 1. 3. 2023 - 31. 12. 2027

Project Type: grant

Code: DH23P03OVV066

Agency: Ministry of Culture Czech Republic

Program: NAKI III program na podporu aplikovaného výzkumu v oblasti národní a kulturní identity na léta 2023 až 2030

English title
Machine learning for printed heritage digitisation
Type
grant
Keywords

digital libraries, image manipulation, machine learning

Abstract

The aim of the presented project is to create a pilot line of digitization line, using machine learning tools already in the process of digitization so that this process is significantly streamlined and all activities that can be provided by modern software are removed from it. The pilot plant will combine existing state-of-the-art components with tools developed specifically for pilot plant needs. The result of the project will be usable at digitization workplaces of large Czech libraries, either in the form of a separate installation or a service used remotely by the National Library of the Czech Republic.

Team members
Hradiš Michal, Ing., Ph.D. (UPGM FIT VUT) , research leader
Čadík Martin, doc. Ing., Ph.D. (UPGM FIT VUT)
Dočekal Martin, Ing. (UPGM FIT VUT)
Fajčík Martin, Ing. (UPGM FIT VUT)
Jeniš Radek (CVT FIT VUT)
Kavalová Radka, Mgr. (VCIT FIT VUT)
Kišš Martin, Ing. (UPGM FIT VUT)
Kohút Jan, Ing. (UPGM FIT VUT)
Šolony Marek, Ing., PhD. (UPGM FIT VUT)
Publications

2023

  • KOHÚT Jan, HRADIŠ Michal and KIŠŠ Martin. Towards Writing Style Adaptation in Handwriting Recognition. In: Document Analysis and Recognition - ICDAR 2023. Lecture Notes in Computer Science, vol. 14190. San José: Springer Nature Switzerland AG, 2023, pp. 377-394. ISBN 978-3-031-41684-2. ISSN 0302-9743. Detail
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