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pylaia_catmus_medieval

Image-to-Text
PyLaia
PyTorch
atr
htr
ocr
historical
handwritten
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metadata
library_name: PyLaia
license: mit
tags:
  - PyLaia
  - PyTorch
  - atr
  - htr
  - ocr
  - historical
  - handwritten
metrics:
  - CER
  - WER
language:
  - fr
  - la
  - it
  - oc
  - es
datasets:
  - CATMuS/medieval
pipeline_tag: image-to-text

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This model performs Handwritten Text Recognition in Latin/Romance on historical documents.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/yolov11_pylaia_catmus