Update README.md

README.md

@@ -105,14 +105,17 @@ Create your virtual environment to help manage dependencies and prevent conflict
 This script is helpful for quick local inspection, prototyping, or lightweight evaluation without downloading the full dataset.
 
 Usage:
+
     python3 utils/sample_swim.py --output-dir ./samples --count 100
 
+```
 Arguments:
     --repo-id          Hugging Face dataset repository ID
     --image-subdir     Path to image subdirectory inside the dataset repo
     --label-subdir     Path to corresponding label subdirectory
     --output-dir       Directory to save downloaded files
     --count            Number of samples to download
+```
 
 Example Usage with all args:
 ```
@@ -135,12 +138,16 @@ Features:
 This script can download the complete dataset for model training or offline access.
 
 Usage:
+
     # Download all chunks (flattened/ YOLO format)
+    
     python utils/download_swim.py --output-dir ./SWiM --flatten
 
+
     # Download specific chunks
+    
     python3 utils/download_swim.py --chunks 000 001 002 --flatten False
-
+```
 Arguments:
     --repo-id          Hugging Face dataset repository ID
     --images-parent    Parent directory for image chunks (e.g., Baseline/images/train)
@@ -148,7 +155,7 @@ Arguments:
     --output-dir       Where to save the downloaded dataset
     --flatten          Run with "--flatten" to flatten directories. If you want hierarchical chunk folders, omit --flatten
     --chunks           Specific chunk names (e.g., 000 001); omit to download all
-
+```
 Example usage with all args:
 ```
   python3 utils/download_swim.py