Update README.md

README.md

@@ -5,6 +5,10 @@ tags:
 - PyLaia
 - PyTorch
 - Handwritten text recognition
+- Automatic text recognition
+- HTR
+- ATR
+- OCR
 metrics:
 - CER
 - WER
@@ -12,17 +16,18 @@ language:
 - 'no'
 datasets:
 - Teklia/NorHand_v2
+pipeline_tag: image-to-text
 ---
 
-# NorHand v2 handwritten text recognition
+# PyLaia - NorHand v2
 
-This model performs Handwritten Text Recognition in Norwegian on historical documents.
+This model performs Handwritten Text Recognition in Norwegian. It was developed during the [HUGIN-MUNIN project](https://hugin-munin-project.github.io/).
 
 ## Model description
 
 The model was trained using the PyLaia library on the [NorHand v2 dataset](https://zenodo.org/records/10555698).
 
-For training, text-lines were resized with a fixed height of 128 pixels, keeping the original aspect ratio. Vertical lines are discarded.
+Training images were resized with a fixed height of 128 pixels, keeping the original aspect ratio.
 
 | split | N lines | N horizontal lines |
 | ----- | ------: | -----------------: |
@@ -54,4 +59,4 @@ Please refer to the [documentation](https://atr.pages.teklia.com/pylaia/).
     booktitle = "Submitted at ICDAR2024",
     year = "2024"
 }
-```
+```