Update app.py

app.py

@@ -78,13 +78,48 @@ def check_membership(uploaded_image):
         return f"Error: {e}"
 
 # Gradio interface
-iface = gr.Interface(
-    fn=check_membership,
-    inputs=gr.Image(image_mode="RGB"),
-    outputs="text",
-    title="Siamese Network Membership Check",
-    description="A security check model used to give access to the assign individual and blocks the rest"
-)
-
-iface.launch()
+
+def app():
+    with gr.Blocks():
+        with gr.Row():
+            with gr.Column():
+                image = gr.Image(type="pil", label="Image")
+                siamese_infer = gr.Button(value="Search the image")
+
+            with gr.Column():
+                output_image = gr.Image(type="text", label="Resulted Search")
+        siamese_infer.click(
+            fn=check_membership,
+            inputs=gr.Image(image_mode="RGB"),
+            outputs=text,
+        )
+gradio_app = gr.Blocks()
+
+with gradio_app:
+    gr.HTML(
+        """
+    <h1 style='text-align: center'>
+    SIAMESE: Real-Time End-to-End Face Security System
+    </h1>
+    """)
+    gr.HTML(
+        """
+        <h3 style='text-align: center'>
+        Follow me for more!
+        <a href='https://twitter.com/kadirnar_ai' target='_blank'>Twitter</a> | <a href='https://github.com/kadirnar' target='_blank'>Github</a> | <a href='https://www.linkedin.com/in/kadir-nar/' target='_blank'>Linkedin</a>  | <a href='https://www.huggingface.co/kadirnar/' target='_blank'>HuggingFace</a>
+        </h3>
+        """)
+    with gr.Row():
+        with gr.Column():
+            app()
+gradio_app.launch(debug=True)
+# iface = gr.Interface(
+#     fn=check_membership,
+#     inputs=gr.Image(image_mode="RGB"),
+#     outputs="text",
+#     title="Siamese Network Membership Check",
+#     description="A security check model used to give access to the assign individual and blocks the rest"
+# )
+
+# iface.launch()
 #share=True, auth=("username", "password")