Update README.md

README.md

@@ -3,4 +3,34 @@ license: mit
 task_categories:
 - image-classification
 - zero-shot-image-classification
----
+---
+
+
+# Extended label set of UC Merced for Hierarchical Multi-Label Classification
+
+This dataset contains an extended version of the original label set of BigEarthNet-43 for Hierarchical Multi-Label Classification.
+
+## Dataset creation
+
+It was created based on the CORINE Land Cover database of the year 2018 (CLC 2018), which provides detailed information about the land cover classes at multiple levels of the hierarchy
+
+## Loading the Dataset
+
+To load the dataset into your project, you can use the following code snippet:
+
+```python
+import pandas as pd
+from datasets import load_dataset
+
+# Load the dataset from Hugging Face
+dataset = load_dataset(
+    "marjandl/UCM-HMLC", 
+    split='train'
+)
+
+data = [line.split('\t')[1:] for line in dataset['text']]
+df = pd.DataFrame(data)
+
+# Set the first row as the header and drop it from the DataFrame
+df.columns = df.iloc[0]
+df = df.drop(0).reset_index(drop=True)