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--- |
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license: mit |
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metrics: |
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- cer |
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library_name: transformers |
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tags: |
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- medieval |
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- ocr |
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- htr |
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language: |
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- de |
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- fr |
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- la |
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- nl |
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--- |
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# TrOCR Medieval Model with linemasks generated in eScriptorium (https://de.wikipedia.org/wiki/EScriptorium) |
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Base model: **microsoft/trocr-base-handwritten** |
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Epochs: 19.05 / 20 |
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Eval CER: 0.0329 |
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This is a combined model of ground truth of different **charter** and **book scripts** from a variety of projects and institutions, aiming at building a generic model for Latin scripts of the Middle Ages. |
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It is mainly based on documents from the project CREMMA Manuscrits médiévaux latins, HIMANIS (CNRS), Itinera Nova (Stadsarchief Leuven), and Charters and Records of Königsfelden (Universität Zürich). |
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Based on the following data: |
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CREMMA Manuscrits médiévaux latins has been produced by Clérice, Thibault and Chagué, Alix and Vlachou Efstathiou, Malamatenia. It is licensed under a CC-BY 4.0 license. |
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URL: https://github.com/HTR-United/CREMMA-Medieval-LAT |
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HIMANIS is partially published as HIMANIS Guérin produced by Stutzmann, Dominique; Hamel, Sébastien; Kernier, Iseut de; Mühlberger, Günter; Hackl, Günter. Licensed under a CC-BY 4.0 license. |
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DOI: 10.5281/zenodo.5535306 |
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Charters and Records of Königsfelden Abbey and Bailiwick (1308-1662) has been produced by Halter-Pernet, Colette; Teuscher, Simon; Hodel, Tobias; Barwitzki, Lukas; Egloff, Salome; Henggeler, Fabian; Nadig, Michael; Steinmann, Anina; Stettler, Sabine; Prada Ziegler, Ismail. Licensed under a CC-BY 4.0 license. |
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DOI: 10.5281/zenodo.5179361 |
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The model is based on the same data as the following PyLaia model (available on Transkribus): |
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https://readcoop.eu/model/charter-scripts-german-latin-french/ |
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The model has not been extensively tested. |
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Potential biases are still to be identified. |
