Update README.md

README.md

@@ -75,12 +75,28 @@ pip install -U fiftyone openexr
 ## Usage
 
 ```python
+
 import fiftyone as fo
-from fiftyone.utils.huggingface import load_from_hub
+from huggingface_hub import snapshot_download
+
+
+# Download the dataset snapshot to the current working directory
+
+snapshot_download(
+    repo_id="Voxel51/reflect3er", 
+    local_dir=".", 
+    repo_type="dataset"
+    )
+
+
 
-dataset = load_from_hub("Voxel51/reflect3er")
+# Load dataset from current directory using FiftyOne's native format
+dataset = fo.Dataset.from_dir(
+    dataset_dir=".",  # Current directory contains the dataset files
+    dataset_type=fo.types.FiftyOneDataset,  # Specify FiftyOne dataset format
+    name="reflect3er"  # Assign a name to the dataset for identification
+)
 
-session = fo.launch_app(dataset)
 ```
 
 ## Dataset Details