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johnlockejrr/pylaia_catmus_medieval

sourceHugging Facemitupdated 1y agoView on Hugging Face

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Model Card

PyLaia - CATMuS/medieval

This model performs Handwritten Text Recognition in Latin/Romance on historical documents.

Model description

The model was trained using the PyLaia library on the CATMuS/medieval dataset.

Training images were resized with a fixed height of {dimension} pixels, keeping the original aspect ratio. Vertical lines are discarded.

set	lines
train	15,2816
val	19,402
test	22,590

An external 6-gram character language model can be used to improve recognition. The language model is trained on the text from the CATMuS/medieval training set.

Training Plot

image/png

How to use?

Please refer to the PyLaia documentation to use this model.

Demo

https://huggingface.co/spaces/johnlockejrr/yolov11pylaiacatmus