Update README.md

README.md

@@ -13,4 +13,48 @@ tags:
 - document
 size_categories:
 - 1K<n<10K
----
+---
+
+# Openpdf-MultiReceipt-1K
+
+**Openpdf-MultiReceipt-1K** is a dataset consisting of over 1,000 receipt documents in **PDF format**. This dataset is designed for use in image-to-text and document understanding tasks, particularly Optical Character Recognition (OCR), receipt parsing, and layout analysis.
+
+## Notes
+
+* No text annotations or metadata are provided — only the raw PDFs.
+* Ideal for tasks requiring raw document inputs like PDF-to-Text pipelines.
+
+## Dataset Summary
+
+* **Size:** 1,249 receipts
+* **Format:** PDF only (no extracted text)
+* **Split:**
+
+  * `train`: 1.25k files
+* **Languages:** Primarily English and German
+* **License:** Apache 2.0
+
+## How to Use
+
+You can load the dataset using the `datasets` library:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("prithivMLmods/Openpdf-MultiReceipt-1K")
+```
+
+Each entry in the dataset contains:
+
+```json
+{
+  "file": <PDF file object>
+}
+```
+
+## Use Cases
+
+* OCR model training
+* Document layout detection
+* Multi-lingual receipt understanding
+* Data extraction from scanned documents