Update app.py

app.py

@@ -375,11 +375,29 @@ def process_and_analyze(image):
         print(detailed_error)  # Debug print
         return None, f"Error processing image: {error_msg}"
 
-
 # Create Gradio interface
 def create_interface():
     with gr.Blocks() as demo:
-        gr.Markdown("# Image Surprise Analysis")
+        gr.Markdown("# Image Anomaly-Surprise Detection")
+        gr.Markdown(
+            "This project offers a tool that identifies surprising elements in images, "
+            "pinpointing what violates our expectations. It analyzes images for unexpected objects, "
+            "locations, social scenarios, settings, and roles."
+        )
+        
+        # Add example images as a table
+        gr.HTML(
+            """
+            <table>
+              <tr>
+                <td><img src="appendix/gradio_example.png" width="250" alt="Image 1"></td>
+                <td><img src="appendix/gradio_example2.png" width="250" alt="Image 2"></td>
+                <td><img src="appendix/gradio_example3.png" width="250" alt="Image 3"></td>
+                <td><img src="appendix/gradio_example4.png" width="250" alt="Image 4"></td>
+              </tr>
+            </table>
+            """
+        )
 
         with gr.Row():
             with gr.Column():
@@ -399,6 +417,8 @@ def create_interface():
     return demo
 
 
+
+
 if __name__ == "__main__":
     demo = create_interface()
     demo.launch()