Update README.md

README.md

@@ -1,3 +1,51 @@
 ---
-license: apache-2.0
+tags:
+- depth_anything
 ---
+
+# Depth Anything model, large
+
+## Installation
+
+First, install the Depth Anything package:
+```
+git clone https://github.com/LiheYoung/Depth-Anything
+cd Depth-Anything
+pip install -r requirements.txt
+```
+
+## Usage
+
+Here's how to run the model:
+
+```python
+import numpy as np
+from PIL import Image
+import torch
+
+from depth_anything.dpt import DepthAnything
+from depth_anything.util.transform import Resize, NormalizeImage, PrepareForNet
+from torchvision.transforms import Compose
+
+model = DepthAnything.from_pretrained("LiheYoung/depth_anything_vits14")
+
+transform = Compose([
+        Resize(
+            width=518,
+            height=518,
+            resize_target=False,
+            keep_aspect_ratio=True,
+            ensure_multiple_of=14,
+            resize_method='lower_bound',
+            image_interpolation_method=cv2.INTER_CUBIC,
+        ),
+        NormalizeImage(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]),
+        PrepareForNet(),
+    ])
+
+img = Image.open(...)
+image = transform({'image': np.array(image)})['image']
+image = torch.from_numpy(image).unsqueeze(0)
+
+depth = model(image)
+```