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Russian print XVIII cent.

Free Public AI Model for Handwritten Text Recognition with Transkribus

Russian print XVIII cent.

This model was trained as a student project in a master’s program “Digital Humanities” during November 2021 – January 2022.

The text corpus for the model includes books that were published after the Reform of Russian orthography made by Peter I in the following printing houses: 
the printing house of the Academy of Sciences in St. Petersburg, the one of the Imperial Moscow University, the one of Vilkovsky and Galchenko, the one of The Land Cadet Corps and some decrees printed in civil script.

Training sources are books, scanned by Rusneb (https://rusneb.ru/) and by Google Books.

The model shows good results on Russian language material, but it does not recognize other languages that can occur in texts of this period.

Model Overview

Name:
Russian print XVIII cent PyLaia
Creator:
Polina Staroverova, Alena Kuznetsova, Natalia Perkova, Dmitri Sichinava
Model ID:
48282
Century:
18th
Languages:
Russian
Script:
Cyrillic alphabet
Engine:
PyLaia
Material:
Print
CER on validation set:
2.40 %
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Russian print XVIII cent PyLaia is freely available to everyone

Get started with Transkribus and use it for your own Material
You can use this model to automatically transcribe Print documents with Handwritten Text Recgnition in Transkribus. This model can be used in the Transkribus Expert Client as well as in Transkribus Lite.
This AI model was trained to automatically convert text from images of historical Cyrillic alphabet documents into editable and searchable text.