metadata
library_name: PyLaia
license: mit
tags:
- PyLaia
- PyTorch
- Handwritten text recognition
metrics:
- CER
- WER
language:
- ge
Fraktur handwritten text recognition
This model performs Handwritten Text Recognition in Austrian German.
Model description
The model has been trained using the PyLaia library on the NewsEye / READ OCR training dataset from Austrian Newspapers (19th C.) 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:
| Split | CER (%) | WER (%) | Support |
|---|---|---|---|
| train | 1.62 | 5.63 | 38891 |
| val | 1.82 | 7.77 | 3282 |
Results can be improved by combining PyLaia with a n-gram language model.
How to use
Please refer to the PyLaia library page (https://pypi.org/project/pylaia/) and wiki to use this model.