Adding intro message

app.py

@@ -22,7 +22,21 @@ def run_protection_interface(uploaded_image, mode='low', sd=1e6, format='png', s
         return None, "Protection process failed or no cloaked image generated."
 
 
+intro_md = """
+# Fawkes Utility
+This is an app that uses a really cool project from the SAND Lab at University of Chicago called 
+[Fawkes](https://sandlab.cs.uchicago.edu/fawkes/).
+
+> Fawkes, an algorithm and software tool (running locally on your computer) that gives individuals the ability to limit
+how unknown third parties can track them by building facial recognition models out of their publicly available photos.
+At a high level, Fawkes "poisons" models that try to learn what you look like, by putting hidden changes into your photos,
+and using them as Trojan horses to deliver that poison to any facial recognition models of you. 
+Fawkes takes your personal images and makes tiny, pixel-level changes that are invisible to the human eye,
+in a process we call image cloaking.
+"""
+
 with gr.Blocks() as demo:
+    gr.Markdown(intro_md)
     with gr.Row():
         with gr.Column():
             gr.Markdown("### Upload Image")