Update README.md

README.md

@@ -7,9 +7,15 @@ pipeline_tag: image-to-image
 
 These are the model weights for [EraseDraw](https://erasedraw.cs.columbia.edu). 
 
+<img src="https://erasedraw.cs.columbia.edu/static/img/samples_overview.png" alt="Sample Overview">
+
 To use this model, install diffusers using main for now. The API is the same as that of InstructPix2Pix
 
+```
 pip install diffusers accelerate safetensors transformers
+```
+
+```
 import PIL
 import requests
 import torch
@@ -31,6 +37,7 @@ image = download_image(url)
 prompt = "add sunglasses"
 images = pipe(prompt, image=image, num_inference_steps=10, image_guidance_scale=1).images
 images[0]
+```
 
 
-Code and data are coming soon to GitHub. 
+Code and data are coming soon to GitHub (find link on [website](https://erasedraw.cs.columbia.edu)) .