Update app.py

app.py

@@ -85,6 +85,10 @@ def update_css(aspect):
 
 with gr.Blocks(css=css) as demo:
   binary_matrixes = gr.State([])
+  gr.Markdown('''## Control your Stable Diffusion generation with Sketches
+  This Space demonstrates MultiDiffusion region-based generation using Stable Diffusion model. To get started, draw your masks and type your prompts. More detailsin the [project page](https://multidiffusion.github.io).
+  ![Examples](https://multidiffusion.github.io/pics/tight.jpg)
+  ''')
   with gr.Box(elem_id="main-image"):
     with gr.Accordion(open=True, label="Your color sketch") as sketch_accordion:  
         with gr.Row():