Update README.md

README.md

@@ -1,3 +1,60 @@
 ---
 license: mit
+language:
+- fr
+task_categories:
+- image-to-text
+pretty_name: POPP
+dataset_info:
+  features:
+  - name: image
+    dtype: image
+  - name: text
+    dtype: string
+  splits:
+  - name: train
+    num_examples: 3834
+  - name: validation
+    num_examples: 479
+  - name: test
+    num_examples: 478
+  dataset_size: 4791
 ---
+
+# POPP Dataset
+
+## Table of Contents
+- [POPP Dataset](#popp-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:** [POPP](https://popp.hypotheses.org/)
+- **Paper:** [Paper](https://link.springer.com/chapter/10.1007/978-3-031-06555-2_10)
+- **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': 'Joly Ernest 88 Indre M par Employé Roblot!18377'
+}
+```
+
+### 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.