---
library_name: PyLaia
license: mit
tags:
- PyLaia
- PyTorch
- Handwritten text recognition
metrics:
- CER
- WER
language:
- fr
datasets:
- Teklia/rimes-2011-lines
---

# French handwritten text recognition

This model performs Handwritten Text Recognition in French.

## Model description

The model has been trained using the PyLaia library on the [RIMES](https://teklia.com/research/rimes-database/) 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             | 4.53       | 15.06   |      778  |
| test  | yes            | 3.47       | 10.20   |      778  |

## How to use

Please refer to the [documentation](https://atr.pages.teklia.com/pylaia/).