Update README.md

README.md

@@ -1,3 +1,60 @@
 ---
 license: mit
+language:
+- fr
+task_categories:
+- image-to-text
+pretty_name: Belfort
+dataset_info:
+  features:
+  - name: image
+    dtype: image
+  - name: text
+    dtype: string
+  splits:
+  - name: train
+    num_examples: 97883
+  - name: validation
+    num_examples: 4519
+  - name: test
+    num_examples: 2829
+  dataset_size: 105231
 ---
+
+# Belfort Dataset
+
+## Table of Contents
+- [Belfort Dataset](#belfort-dataset)
+  - [Table of Contents](#table-of-contents)
+  - [Dataset Description](#dataset-description)
+    - [Languages](#languages)
+  - [Dataset Structure](#dataset-structure)
+    - [Data Instances](#data-instances)
+    - [Data Fields](#data-fields)
+
+## Dataset Description
+
+- **Homepage:** [HOME]()
+- **Paper:** [Paper]()
+- **Point of Contact:** [TEKLIA](https://teklia.com)
+
+### Languages
+
+All the documents in the dataset are written in French.
+
+## Dataset Structure
+
+### Data Instances
+
+```
+{
+  'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=4300x128 at 0x1A800E8E190,
+  'text': 'les intérêts des 30000 francs jusqu'au moment de la'
+}
+```
+
+### 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].
+- `text`: the label transcription of the image.