File size: 1,157 Bytes
7978f54 fc5248f 7978f54 fc5248f 590629f 7978f54 fc5248f 9d4c392 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 |
---
library_name: PyLaia
license: mit
tags:
- PyLaia
- PyTorch
- Handwritten text recognition
metrics:
- CER
- WER
language:
- la
---
# HOME-Alcar and Himanis handwritten text recognition
This model performs Handwritten Text Recognition in Latin.
## Model description
The model has been trained using the PyLaia library on the [HOME-Alcar](https://zenodo.org/record/5600884) document images.
The model was trained on images resized to a fixed height of 128 pixels, keeping the original aspect ratio.
## Evaluation results
The model achieves the following results:
Himanis:
| set | CER (%) | WER (%) | support |
| ----- | ---------- | --------- | --------- |
| train | 5.31 | 17.47 | 18503 |
| val | 10.37 | 27.63 | 2367 |
| test | 9.87 | 28.27 | 2241 |
HOME-Alcar:
| set | CER (%) | WER (%) | support |
| ----- | ---------- | --------- | --------- |
| train | 4.74 | 17.29 | 59969 |
| val | 7.82 | 23.67 | 7905 |
| test | 8.34 | 24.57 | 6932 |
## How to use
Please refer to the [documentation](https://atr.pages.teklia.com/pylaia/).
|