Add example code

README.md

@@ -1,3 +1,29 @@
 ---
 license: openrail
 ---
+
+This model is converted from [stable-diffusion-2-depth](https://huggingface.co/stabilityai/stable-diffusion-2-depth) using the [conversion script](https://github.com/huggingface/diffusers/blob/main/scripts/convert_original_stable_diffusion_to_diffusers.py) from [🤗 Diffusers](https://github.com/huggingface/diffusers).
+
+You can use it with the pipeline here: https://gist.github.com/carson-katri/f51532b9d5162928d5cacbaee081a799
+
+```python
+# class StableDiffusionDepthPipeline: ...
+
+from PIL import Image
+
+model_id = "carsonkatri/stable-diffusion-2-depth-diffusers"
+
+# Use the pipeline from this GH Gist: https://gist.github.com/carson-katri/f51532b9d5162928d5cacbaee081a799
+pipe = StableDiffusionDepthPipeline.from_pretrained(model_id)
+pipe = pipe.to("cuda")
+
+image = pipe(
+    prompt="a photo of a stormtrooper from star wars",
+    depth_image=Image.open('depth.png'), # Black and white depth map
+    image=Image.open("emad.png"), # Optional init image and strength.
+    width=768,
+    height=512
+).images[0]
+
+image.save('stormtrooper.png')
+```