adding empty visuals

app.py

@@ -224,7 +224,7 @@ def handle_query(query):
         map_image, mask_image, response['output']['feature_representation']['properties']['description']
     )
 
-    return map_image, satellite_image, mask_image, response
+    return map_image, empty_map_image, satellite_image, mask_image, response
 
 
 # Gradio interface
@@ -234,10 +234,12 @@ with gr.Blocks() as demo:
         submit_btn = gr.Button("Submit")
     with gr.Row():
         map_output = gr.Image(label="Map Visualization")
+        empty_map_output = gr.Image(label="Empty Visualization")
+    with gr.Row():
         satellite_output = gr.Image(label="Generated Satellite Image")
         mask_output = gr.Image(label="Mask")
         image_prompt = gr.Textbox(label="Image Prompt Used")
-    submit_btn.click(handle_query, inputs=[query_input], outputs=[map_output, satellite_output, mask_output, image_prompt])
+    submit_btn.click(handle_query, inputs=[query_input], outputs=[map_output, empty_map_output, satellite_output, mask_output, image_prompt])
 
 if __name__ == "__main__":
     demo.launch()