Update README.md

README.md

@@ -74,6 +74,19 @@ The original images were collected by the [Makerere AI Lab](https://github.com/A
 - Each split contains subfolders for the three classes
 - Images are in JPEG format, 500x500 pixels
 
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Set drop_labels=False to retain the label column
+dataset = load_dataset("darcieg/bean-disease-uganda", split="train", drop_labels=False)
+
+image = dataset[0]["image"]
+label = dataset[0]["label"]
+```
+
+_Note: The `drop_labels=False` flag ensures that the `label` column is retained when loading the dataset. Without it, only the image column will be returned._
 ## License
 
 MIT License (inherited from the original [ibean GitHub repository](https://github.com/AI-Lab-Makerere/ibean))