Update app.py

app.py

@@ -24,23 +24,21 @@ def predict(image):
 
 examples = [["benign.jpg"], ["malignant.jpg"]]
 
-# 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"
-    )
-]
+# Define input and output components
+image_input = gr.inputs.Image(shape=(150, 150))
+label_output = gr.outputs.Label()
 
-gr.Interface(
-    layout="colab",  # Choose a layout: "colab", "colab-sandbox", "textbox"
-    layout_options={"fullscreen": True},
-    interfaces=interface_layout
-).launch()
+# Define a Gradio interface for user interaction
+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.",
+    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.launch()