Update app.py

app.py

@@ -24,17 +24,23 @@ def predict(image):
 
 examples = [["benign.jpg"], ["malignant.jpg"]]
 
-# Define a Gradio interface for user interaction
-image_input = gr.inputs.Image(shape=(150, 150))
-label_output = gr.outputs.Label()
+# Customized layout and style for improved UI
+interface_layout = [
+    gr.Interface(
+        fn=predict,
+        inputs=gr.inputs.Image(shape=(150, 150)),
+        outputs=gr.outputs.Label(),
+        examples=examples,
+        title="Skin Cancer Classification",
+        description="Predicts whether a skin image is cancerous or not.",
+        theme="default",  # Choose a theme: "default", "compact", "huggingface"
+        layout="vertical",  # Choose a layout: "vertical", "horizontal", "double"
+        live=False  # Set to True for live updates without clicking "Submit"
+    )
+]
 
-iface = gr.Interface(
-    fn=predict,
-    inputs=image_input,
-    outputs=label_output,
-    examples=examples,
-    title="Skin Cancer Classification",
-    description="Predicts whether a skin image is cancerous or not."
-)
-
-iface.launch()
+gr.Interface(
+    layout="colab",  # Choose a layout: "colab", "colab-sandbox", "textbox"
+    layout_options={"fullscreen": True},
+    interfaces=interface_layout
+).launch()