Add model trained on Esposalles (#1)

- Add model trained on Esposalles (5c5871e541e6b39dad54d1a97fc1f58cdead55ce)


Co-authored-by: Solène Tarride <[email protected]>

README.md

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 ---
+library_name: PyLaia
 license: mit
+tags:
+- PyLaia
+- PyTorch
+- Handwritten text recognition
+metrics:
+- CER
+- WER
+language:
+- ca
 ---
+
+# Catalan handwritten text recognition
+
+This model performs Handwritten Text Recognition in Catalan (19th century).
+
+## Model description
+
+The model has been trained using the PyLaia library on the [Esposalles](https://rrc.cvc.uab.es/?ch=10&com=introduction/) dataset.
+Training images were resized with a fixed height of 128 pixels, keeping the original aspect ratio.
+
+
+## Evaluation results
+
+The model achieves the following results:
+
+| set   | Language model | CER (%)    | WER (%) | N lines   |
+|:------|:---------------|:----------:|:-------:|----------:|
+| test  | no             | 0.76       | 2.62    |      757  |
+| test  | yes            | 1.04       | 3.38    |      757  |
+
+## How to use
+
+Please refer to the [documentation](https://atr.pages.teklia.com/pylaia/).

language_model.arpa.gz

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+size 1574104

lexicon.txt

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syms.txt

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tokens.txt

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weights.ckpt

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