Update README.md (#3)

- Update README.md (281bdc350aa04445cb24440e88153a5b5e3f4673)


Co-authored-by: Alexis IMBERT <alexis-imbert@users.noreply.huggingface.co>

README.md

@@ -20,12 +20,18 @@ dataset_info:
   - name: test
     num_examples: 2240
   dataset_size: 23111
+tags:
+  - atr
+  - ocr
+  - htr
+  - historical
+  - handwritten
 ---
 
-# Himanis Dataset
+# Himanis - line level
 
 ## Table of Contents
-- [Himanis Dataset](#himanis-dataset)
+- [Himanis - line level](#himanis-line-level)
   - [Table of Contents](#table-of-contents)
   - [Dataset Description](#dataset-description)
     - [Languages](#languages)
@@ -41,7 +47,7 @@ dataset_info:
 
 ## Dataset Summary 
 
-Himanis (Historical MAnuscript Indexing for user controlled Search) is a corpus of medieval documents.
+Himanis (HIstorical MANuscript Indexing for user controlled Search) is a corpus of medieval documents.
 
 ### Languages
 
@@ -61,5 +67,5 @@ All the documents in the dataset are written in Latin and in French.
 ### Data Fields
 
 
-- `image`: A PIL.Image.Image object containing the image. Note that when accessing the image column: dataset[0]["image"] the image file is automatically decoded. Decoding of a large number of image files might take a significant amount of time. Thus it is important to first query the sample index before the "image" column, i.e. dataset[0]["image"] should always be preferred over dataset["image"][0].
+- `image`: A PIL.Image.Image object containing the image. Note that when accessing the image column (using dataset[0]["image"]), the image file is automatically decoded. Note that all images are resized to a fixed height of 128 pixels. Decoding of a large number of image files might take a significant amount of time. Thus it is important to first query the sample index before the "image" column, i.e. dataset[0]["image"] should always be preferred over dataset["image"][0].
 - `text`: the label transcription of the image.