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---
library_name: PyLaia
license: mit
tags:
- PyLaia
- PyTorch
- Handwritten text recognition
metrics:
- CER
- WER
language:
- fr
---
# 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/). |