Update README.md

README.md

@@ -10,4 +10,30 @@ tags:
 - Tables
 size_categories:
 - n<1K
----
+---
+
+This dataset is generated syhthetically to create tables with following characteristics:
+1. Empty cell percentage in following range [0,30] (Dense)
+2. There is clear seperator between rows and columns (Structured).
+3. 15 <= num rows <= 30, 7 <= num columns <= 15 (Large)
+
+### Load the dataset
+
+```python
+import io
+import pandas as pd
+from PIL import Image
+
+def bytes_to_image(self, image_bytes: bytes):
+  return Image.open(io.BytesIO(image_bytes))
+
+def parse_annotations(self, annotations: str) -> pd.DataFrame:
+  return pd.read_json(StringIO(annotations), orient="records")
+
+test_data = load_dataset('nanonets/long_dense_structured_table', split='test')
+data_point = test_data[0]
+image, gt_table = (
+    bytes_to_image(data_point["images"]),
+    parse_annotations(data_point["annotation"]),
+)
+```