Experimenting with Training a Neural Network in Transkribus to Recognise Text in a Multilingual and Multi-Authored Manuscript Collection

Carlotta Capurro; Vera Provatorova; Evangelos Kanoulas

doi:10.3390/heritage6120392

Experimenting with Training a Neural Network in Transkribus to Recognise Text in a Multilingual and Multi-Authored Manuscript Collection

Carlotta Capurro^*, Vera Provatorova, Evangelos Kanoulas

^*Corresponding author for this work

OGKG - Cultural History

Research output: Contribution to journal › Article › Academic › peer-review

Original language	English
Journal	Heritage
DOIs	https://doi.org/10.3390/heritage6120392
Publication status	Published - 29 Nov 2023

Keywords

handwritten text recognition (HTR)
neural networks
digital archives
digital culturalheritage
Transkribus

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10.3390/heritage6120392Licence: CC BY

heritage-06-00392Final published version, 1.06 MBLicence: CC BY

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title = "Experimenting with Training a Neural Network in Transkribus to Recognise Text in a Multilingual and Multi-Authored Manuscript Collection",

keywords = "handwritten text recognition (HTR), neural networks, digital archives, digital culturalheritage, Transkribus",

author = "Carlotta Capurro and Vera Provatorova and Evangelos Kanoulas",

year = "2023",

month = nov,

day = "29",

doi = "10.3390/heritage6120392",

language = "English",

journal = "Heritage",

issn = "2571-9408",

publisher = "Multidisciplinary Digital Publishing Institute (MDPI)",

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T1 - Experimenting with Training a Neural Network in Transkribus to Recognise Text in a Multilingual and Multi-Authored Manuscript Collection

AU - Capurro, Carlotta

AU - Provatorova, Vera

AU - Kanoulas, Evangelos

PY - 2023/11/29

Y1 - 2023/11/29

KW - handwritten text recognition (HTR)

KW - neural networks

KW - digital archives

KW - digital culturalheritage

KW - Transkribus

UR - http://dx.doi.org/10.3390/heritage6120392

U2 - 10.3390/heritage6120392

DO - 10.3390/heritage6120392

M3 - Article

SN - 2571-9408

JO - Heritage

JF - Heritage

ER -

Experimenting with Training a Neural Network in Transkribus to Recognise Text in a Multilingual and Multi-Authored Manuscript Collection

Keywords

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Other files and links

From research proposal to project management. A guide from the Transkribus community on planning and executing workflows for researchers and GLAM-professionals

The art of connections: constructing a social network from the correspondence archive of Sybren Valkema

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