Update app.py

app.py

@@ -34,34 +34,17 @@ custom_css = """
     .gr-box {background-color: #2C3E50; padding: 10px; border-radius: 10px;}
 """
 
-description = """
-🧠 **Brain Tumor Detector**  
-Upload an MRI scan to classify brain tumors using deep learning.  
-💡 **Supports:** Glioma | Meningioma | No Tumor | Pituitary  
-🚀 **Fast & Accurate AI Model**
-"""
-
-with gr.Blocks() as interface:
-    gr.HTML("<img src='Figure 2025-01-07 031757 (8).png' style='width:100px; position:absolute; top:10px; left:10px;'>")
-    gr.Markdown("## Brain Tumor Detection 🧠")
-    image = gr.Image(type="pil", label="Upload Brain MRI")
-    output = gr.Textbox(label="Prediction")
-    btn = gr.Button("Predict")
-    
-    btn.click(predict, inputs=image, outputs=output)
-    
-# UI Interface
+# Final Gradio interface
 interface = gr.Interface(
     fn=predict,
     inputs=gr.Image(type="pil", label="Upload Brain MRI"),
     outputs=gr.Textbox(label="Prediction"),
     title="Brain Tumor Detection 🧠",
-    description="Upload an MRI scan to classify brain tumors using deep learning.",
+    description="Upload an MRI scan to classify brain tumors into Glioma, Meningioma, Pituitary, or No Tumor.",
     theme="default",
-    css=custom_css,
-    examples=["/mnt/data/2.webp"]  # Use the uploaded image as an example
+    css=custom_css
 )
 
 # Launch the app
-interface.launch()
-
+if __name__ == "__main__":
+    interface.launch()