Update README.md

README.md

@@ -46,6 +46,28 @@ umass-lass/ReVo
 └── dcvcrt/
     ├── dcvcrt_rgb.pth
     ├── dcvcrt_depth.pth
+```
 
+# How to Use?
 
-# How to Use
+```python
+from huggingface_hub import hf_hub_download
+import torch
+
+# Define the specific codec and modality you want to load
+codec = "h265"      # Options: 'h264', 'h265', 'dcvcrt'
+modality = "depth"  # Options: 'rgb', 'depth'
+
+# Download the specific checkpoint
+checkpoint_path = hf_hub_download(
+    repo_id="umass-lass/ReVo", 
+    filename=f"{codec}/{codec}_{modality}.pth"
+)
+
+# Load the weights into your PyTorch model
+# model.load_state_dict(torch.load(checkpoint_path))
+print(f"Successfully downloaded to: {checkpoint_path}")
+```
+
+# Citation
+(Coming Soon)