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

This repository contains the dataset of the article "Towards a general open dataset and models for late medieval Castilian writing (HTR/OCR)" submitted to the Journal of Data Mining and Digital Humanities (JDMDH). I refer to the paper (https://doi.org/10.5281/zenodo.7387376) for the description of the corpus and the models. Please cite the following paper if you use this dataset or the models: @article{gille_levenson_2023_towards,<br> author = {Gille Levenson, Matthias},<br> date = {2023},<br> journaltitle = {Journal of Data Mining and Digital Humanities},<br> doi = {10.5281/zenodo.7387376},<br> editor = {Pinche, Ariane and Stokes, Peter},<br> issuetitle = {Special Issue: Historical documents and automatic text recognition},<br> title = {Towards a general open dataset and models for late medieval Castilian text recognition<br> (HTR/OCR)}, note = {Accepted, to be published.}<br> } GILLE LEVENSON , Matthias, « Towards a general open dataset and models for late medieval Castilian<br> text recognition (HTR/OCR) », <em>Journal of Data Mining and Digital Humanities</em> (2023) : Special<br> Issue : Historical documents and automatic text recognition, eds. Ariane PINCHE and Peter<br> STOKES, DOI : 10.5281/zenodo.7387376. The image of the manuscript M (Esc_M) has not yet been uploaded, pending permission from the library that keeps the manuscript. All images are kept in a directory named after the place where the manuscript is kept, and the sigla of the witness for the in-domain dataset. The global licence for the dataset (except for images) is CC-BY-NC-SA. All manuscripts reproductions are published with the authorization of the libraries. <strong>©Biblioteca General Histórica de Salamanca</strong> Universidad de Salamanca (España), Biblioteca General Histórica, Ms. 2709 (L) Universidad de Salamanca (España), Biblioteca General Histórica, Ms. 2097 (J) Universidad de Salamanca (España), Biblioteca General Histórica, Ms. 2673 Universidad de Salamanca (España), Biblioteca General Histórica, Ms. 2011 Universidad de Salamanca (España), Biblioteca General Histórica, Ms. 2654 Universidad de Salamanca (España), Biblioteca General Histórica, Ms. 2086 <strong>©Museo Lázaro Galdiano. Madrid</strong> Inv. 15304, Fundación Lázaro Galdiano (A) <strong>©Universidad de Valladolid</strong> Ms. 251, Biblioteca Santa Cruz (S) <strong>©Real Biblioteca del Escorial</strong> Ms. K.I.5, Biblioteca del Real Monasterio del Escorial (Q)<strong> </strong> Ms. h.I.8, Biblioteca del Real Monasterio del Escorial (M): to be published Ms. Z-I-12 Ms.Z-III-9 Ms. X-III-4 Ms. h-III-9 Ms. b-IV-15 Ms. b-II-11 Ms. a-II-17 Ms. T-III-5 <strong>©Rosenbach Foundation</strong> Ms. 482/2 (U) <strong>© Gallica.bnf.fr</strong> Espagnol 12 Espagnol 36 Espagnol 218 <strong>© Bodleian Library</strong> Ms. Span. d. 1 Ms. Span. d. 2/1 <strong>© Biblioteca Real, Madrid</strong> Ms. II/215 (G) <strong>© Biblioteca Nacional de España</strong> Mss/4183 Inc/901 (Z) <strong>© Biblioteca Universitaria, Sevilla</strong> Ms. 332/131 (R) Edit: add result files