Update README.md

README.md

@@ -12,16 +12,16 @@ This repository contains the model described in [MatAnyone: Stable Video Matting
 Code: https://github.com/pq-yang/MatAnyone
 
 ## Usage
-`pip install huggingface_hub` required.
+Requires `pip install huggingface_hub`.
 
 ```shell
 pip install -q git+https://github.com/pq-yang/MatAnyone
 ```
 
-Users will only need to use these 2 lines to load and instantiate the model.
+Users will only need to use these two lines to load and instantiate the model.
 ```python
 from matanyone.model.matanyone import MatAnyone
-model = MatAnyone.from_pretrained("PeiqingYang/MatAnyone")
+matanyone = MatAnyone.from_pretrained("PeiqingYang/MatAnyone").cuda().eval()
 ```
 
-For inference, see the [inference script](https://github.com/pq-yang/MatAnyone/blob/main/inference_matanyone.py).
+For inference, you may refer to the [inference script](https://github.com/pq-yang/MatAnyone/blob/main/inference_matanyone.py) and substitute L23-L28 (model loading part) with the above lines.