Update README.md
Browse files
README.md
CHANGED
|
@@ -4,17 +4,22 @@ license: mit
|
|
| 4 |
tags:
|
| 5 |
- PyLaia
|
| 6 |
- PyTorch
|
| 7 |
-
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
metrics:
|
| 9 |
- CER
|
| 10 |
- WER
|
| 11 |
language:
|
| 12 |
- 'no'
|
|
|
|
| 13 |
---
|
| 14 |
|
| 15 |
-
#
|
| 16 |
|
| 17 |
-
This model performs Handwritten Text Recognition in Norwegian. It was
|
| 18 |
|
| 19 |
## Model description
|
| 20 |
|
|
@@ -33,7 +38,6 @@ The model achieves the following results:
|
|
| 33 |
| val | 8.20 | 24.75 |
|
| 34 |
| test | 7.81 | 23.3 |
|
| 35 |
|
| 36 |
-
|
| 37 |
Results improve on validation and test sets when PyLaia is combined with a 6-gram language model.
|
| 38 |
The language model is trained on [this text corpus](https://www.nb.no/sprakbanken/en/resource-catalogue/oai-nb-no-sbr-73/) published by the National Library of Norway.
|
| 39 |
|
|
|
|
| 4 |
tags:
|
| 5 |
- PyLaia
|
| 6 |
- PyTorch
|
| 7 |
+
- atr
|
| 8 |
+
- htr
|
| 9 |
+
- ocr
|
| 10 |
+
- historical
|
| 11 |
+
- handwritten
|
| 12 |
metrics:
|
| 13 |
- CER
|
| 14 |
- WER
|
| 15 |
language:
|
| 16 |
- 'no'
|
| 17 |
+
pipeline_tag: image-to-text
|
| 18 |
---
|
| 19 |
|
| 20 |
+
# PyLaia - NorHand v1 (post-processed)
|
| 21 |
|
| 22 |
+
This model performs Handwritten Text Recognition in Norwegian. It was developed during the [HUGIN-MUNIN project](https://hugin-munin-project.github.io/).
|
| 23 |
|
| 24 |
## Model description
|
| 25 |
|
|
|
|
| 38 |
| val | 8.20 | 24.75 |
|
| 39 |
| test | 7.81 | 23.3 |
|
| 40 |
|
|
|
|
| 41 |
Results improve on validation and test sets when PyLaia is combined with a 6-gram language model.
|
| 42 |
The language model is trained on [this text corpus](https://www.nb.no/sprakbanken/en/resource-catalogue/oai-nb-no-sbr-73/) published by the National Library of Norway.
|
| 43 |
|