Update app.py

app.py

@@ -483,11 +483,22 @@ def create_gradio_app():
             
         gr.Markdown("""
         ---
-        > Please read the disclaimer at the bottom of the page first before use.
+        > **Please read the disclaimer at the bottom of the page first before use.**
+        
+        ## 📖 How to Use:
+        1. **Upload an MRI brain scan** (JPEG, PNG, or other image formats)
+        2. **View automatic preprocessing** and prediction results
+        3. **Choose analysis type**: Quick for rapid assessment, Detailed for comprehensive visualization
+        4. **Download results** for further analysis or documentation
+        """)
 
+        gr.Markdown("""
         ### Model statistics:
         **accuracy:** `0.9913`
         **val_accuracy:** `0.8824`
+        """)
+
+        gr.Markdown("""
         ```
         --- Classification Report ---
               precision    recall  f1-score   support
@@ -499,12 +510,6 @@ def create_gradio_app():
    macro avg       0.90      0.89      0.90        51
 weighted avg       0.90      0.90      0.90        51
         ```
-        
-        ## 📖 How to Use:
-        1. **Upload an MRI brain scan** (JPEG, PNG, or other image formats)
-        2. **View automatic preprocessing** and prediction results
-        3. **Choose analysis type**: Quick for rapid assessment, Detailed for comprehensive visualization
-        4. **Download results** for further analysis or documentation
         """)
         
         with gr.Row():