PyLaia PyTorch Handwritten text recognition

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 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 PyLaia library page and wiki to use this model.