Towards a general open dataset and model for late medieval Castilian text recognition (HTR/OCR)

К созданию общего открытого набора данных и модели для распознавания текстов поздне‑средневековой кастильской ранненовой письменности (HTR/OCR)
Matthias Gille Levenson
2023-10-16
SCID:  54.1/sqn38vtz Discuss with AI
HTRhandwritten text recognitionlate medieval Castilianopen dataset for historical documentsoptical character recognition
Abstract (AI)
Submitted to the Journal of Data Mining and Digital Humanities, and accepted. Pending last revisions. Please cite: @article{gille_levenson_2023_towards, author = {Gille Levenson, Matthias}, date = {2023}, journaltitle = {Journal of Data Mining and Digital Humanities}, doi = {10.5281/zenodo.7387376}, editor = {Pinche, Ariane and Stokes, Peter}, issuetitle = {Special Issue: Historical documents and automatic text recognition}, title = {Towards a general open dataset and models for late medieval Castilian text recognition (HTR/OCR)}, note = {Accepted, to be published.} } GILLE LEVENSON , Matthias, « Towards a general open dataset and models for late medieval Castilian text recognition (HTR/OCR) », Journal of Data Mining and Digital Humanities (2023) : Special Issue : Historical documents and automatic text recognition, eds. Ariane PINCHE and Peter STOKES, DOI : 10.5281/zenodo.7387376. Link to the data: https://doi.org/10.5281/zenodo.7386489 Final published version
Key Findings
1
All data and code are publicly accessible via the provided DOI links (dataset DOI: 10.5281/zenodo.7386489; publication DOI: 10.5281/zenodo.7387376).
2
Dataset and models are intended to be general-purpose resources for HTR/OCR research on late medieval Castilian.
3
Introduces a general open dataset for late medieval Castilian handwritten and printed text recognition (HTR/OCR).
4
Provides openly available models trained for late medieval Castilian text recognition alongside the dataset.
Research Object

Late medieval Castilian handwritten text dataset and recognition models for HTR/OCR

Research Subject

Development and provision of a general open dataset and models for automatic recognition (HTR/OCR) of late medieval Castilian texts

Publication Details
Publication Date
2023-10-16
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Authors
Matthias Gille Levenson
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