Update README.md

README.md

@@ -112,6 +112,20 @@ from datasets import load_dataset
 dataset = load_dataset("bioscan-ml/BIOSCAN-5M", name="cropped_256_eval", split="validation")
 ```
 
+## Sample Usage
+
+The `usage_demo_bioscan5m.py` script demonstrates how to load and visualize samples from the BIOSCAN-5M dataset.
+
+To run the script, execute:
+
+```bash
+python usage_demo_bioscan5m.py
+```
+
+This will display 10 dataset samples, each showing the organism image on the right, and the corresponding metadata fields on the left, including taxonomic, geographic, genetic, and size-related information.
+
+
+
 ## Dataset Access
 To clone this dataset repository, use the following command: