docs

app.py

@@ -293,6 +293,17 @@ def main():
             "so the user can keep elements of their room and change specific parts of the image."
             ""
         )
+        
+        st.write("### Trivia")
+        st.write("The first time someone uses the demo after startup, the models still need to be loaded into memory. "
+                 "After this initial load, the model is cached as a resource and can be used for all the users. "
+                 "To avoid simultaneous requests, we have implemented a queueing mechanism that ensures that only one "
+                 "user accesses the model at a time (similar to the Gradio framework).\n"
+                 )
+        st.write("To enable the features in the demo, we calculate the underlying segmentation maps and categories that "
+                 "are present in the image. This allows us to hide some of the manual work for the user, and "
+                 "by doing this, the users don't need to make a segmentation map in an external tool. Everything needed can be done within this demo."
+                 )
         st.write("### Testing images")
         st.write("If you don't have any pictures close, you can use one of these images to test the model:")
         
@@ -313,9 +324,10 @@ def main():
         st.write("## Generated examples")
         col_ex_0, col_ex_1 = st.columns(2)
         with col_ex_0:
-            st.image(Image.open("content/output_1.png"), caption="Generated example 1, regenerating certain objects in the room", use_column_width=True)
+            st.image(Image.open("content/output_1.png"), caption="Generated example, regenerating certain objects in the room", use_column_width=True)
+            st.image(Image.open("content/regen_example.png"), caption="Generated example, regenerating certain objects in the room", use_column_width=True)
         with col_ex_1:
-            st.image(Image.open("content/output_0.png"), caption="Generated example 1, regenerating certain objects in the room", use_column_width=True)
+            st.image(Image.open("content/output_0.png"), caption="Generated example, regenerating certain objects in the room", use_column_width=True)
             
     else:
         make_prompt_row()