Update README.md

README.md

@@ -41,108 +41,44 @@ dataset_info:
   dataset_size: 374195646.51
 ---
 
-# Datastet card for Encyclopaedia Britannica Illustrated
-
-## Table of Contents
-- [Dataset Card Creation Guide](#dataset-card-creation-guide)
-  - [Table of Contents](#table-of-contents)
-  - [Dataset Description](#dataset-description)
-    - [Dataset Summary](#dataset-summary)
-    - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
-    - [Languages](#languages)
-  - [Dataset Structure](#dataset-structure)
-    - [Data Instances](#data-instances)
-    - [Data Fields](#data-fields)
-    - [Data Splits](#data-splits)
-  - [Dataset Creation](#dataset-creation)
-    - [Curation Rationale](#curation-rationale)
-    - [Source Data](#source-data)
-      - [Initial Data Collection and Normalization](#initial-data-collection-and-normalization)
-      - [Who are the source language producers?](#who-are-the-source-language-producers)
-    - [Annotations](#annotations)
-      - [Annotation process](#annotation-process)
-      - [Who are the annotators?](#who-are-the-annotators)
-    - [Personal and Sensitive Information](#personal-and-sensitive-information)
-  - [Considerations for Using the Data](#considerations-for-using-the-data)
-    - [Social Impact of Dataset](#social-impact-of-dataset)
-    - [Discussion of Biases](#discussion-of-biases)
-    - [Other Known Limitations](#other-known-limitations)
-  - [Additional Information](#additional-information)
-    - [Dataset Curators](#dataset-curators)
-    - [Licensing Information](#licensing-information)
-    - [Citation Information](#citation-information)
-    - [Contributions](#contributions)
-
-## Dataset Description
+# Dataset Card: Encyclopaedia Britannica Illustrated
 
 - **Homepage:** [https://data.nls.uk/data/digitised-collections/encyclopaedia-britannica/](https://data.nls.uk/data/digitised-collections/encyclopaedia-britannica/)
 
-### Dataset Summary
-
-
-### Supported Tasks and Leaderboards
-
-
-
-### Languages
+## Dataset Summary
+A binary image classification dataset containing 2,573 images from the National Library of Scotland's Encyclopaedia Britannica collection (1768-1860). Each image is labeled as either "illustrated" or "not-illustrated". The dataset was created for experimenting with historical document image classification.
 
 ## Dataset Structure
 
-### Data Instances
-
-### Data Fields
-
-
-### Data Splits
-
-## Dataset Creation
-
-### Curation Rationale
-
-
-
-### Source Data
-
-
-
-#### Initial Data Collection and Normalization
-
-#### Who are the source language producers?
-
-
-### Annotations
-
-
-
-#### Annotation process
-
-
-#### Who are the annotators?
-
-### Personal and Sensitive Information
-
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-
-### Discussion of Biases
-
-### Other Known Limitations
-
-
-
-## Additional Information
-
-### Dataset Curators
-
-
-### Licensing Information
-
-### Citation Information
-
-
-### Contributions
-
-Thanks to [@github-username](https://github.com/<github-username>) for adding this dataset.
+- Total size: 2,573 images
+- Single train split
+- Features:
+  - image: Page scans from Encyclopaedia Britannica
+  - label: Binary classification (illustrated/not-illustrated)
+  - id: String identifier for each page
+  - meta: Additional metadata including volume and edition information
+
+## Source Data
+- Source: National Library of Scotland's Encyclopaedia Britannica digital collection
+- Years covered: 1768-1860
+- Original format: Digitized page scans
+
+## Labels
+- Binary classification:
+  - 0: not-illustrated
+  - 1: illustrated
+
+## License
+CC0 1.0 Universal (CC0 1.0) Public Domain Dedication
+
+## Citation
+
+```bibtex
+@dataset{nls_britannica_2019,
+  author = {National Library of Scotland},
+  title = {Encyclopaedia Britannica},
+  year = {2019},
+  publisher = {National Library of Scotland},
+  doi = {10.34812/cg4r-dn40}
+}
+```