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Open Source Handwritten Text Recognition on Medieval Manuscripts using Mixed Models and Document-Specific Finetuning. (arXiv:2201.07661v1 [cs.CV])
Jan. 20, 2022, 2:10 a.m. | Christian Reul, Stefan Tomasek, Florian Langhanki, Uwe Springmann
cs.CV updates on arXiv.org arxiv.org
This paper deals with the task of practical and open source Handwritten Text
Recognition (HTR) on German medieval manuscripts. We report on our efforts to
construct mixed recognition models which can be applied out-of-the-box without
any further document-specific training but also serve as a starting point for
finetuning by training a new model on a few pages of transcribed text (ground
truth). To train the mixed models we collected a corpus of 35 manuscripts and
ca. 12.5k text lines for …
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