Update README.md

README.md

@@ -26,6 +26,18 @@ MusselSeg is a large-scale dataset for semantic segmentation of mussel habitat u
 
 The dataset is designed for semantic segmentation of mussel habitat in aerial imagery. The task involves assigning each pixel in the image to either the "mussel" class or "other"/"background" class.
 
+## Usage
+
+Install the HuggingFace datasets library: [instructions](https://huggingface.co/docs/datasets/en/installation)
+
+```python
+from datasets import load_dataset
+
+train_dataset = load_dataset("HakaiInstitute/rgb-mussel-presence-1024-1024", split="train")
+val_dataset = load_dataset("HakaiInstitute/rgb-mussel-presence-1024-1024", split="validation")
+test_dataset  = load_dataset("HakaiInstitute/rgb-mussel-presence-1024-1024", split="test")
+```
+
 ## Data characteristics
 
 - **Image Format:** GeoTiff