Update app.py

app.py

@@ -44,16 +44,19 @@ if uploaded_file is not None:
     prediction, confidence = predict_image(temp_file_path)
     os.remove(temp_file_path)  # Clean up the temporary file
     
+    # Convert confidence to percentage
+    confidence_percentage = confidence * 100
+
     # Display the result
     if prediction > 0.5:
         st.markdown(
-            f"<h2 style='color:red;'>Prediction: Tumor Detected with {confidence:.2f} confidence.</h2>", 
+            f"<h2 style='color:red;'>Prediction: Tumor Detected with {confidence_percentage:.2f}% confidence.</h2>", 
             unsafe_allow_html=True
         )
         st.write("**Note:** Consult a medical professional for further evaluation.")
     else:
         st.markdown(
-            f"<h2 style='color:green;'>Prediction: Healthy with {confidence:.2f} confidence.</h2>", 
+            f"<h2 style='color:green;'>Prediction: Healthy with {confidence_percentage:.2f}% confidence.</h2>", 
             unsafe_allow_html=True
         )
         st.write("**Note:** The result suggests a healthy scan. Regular checkups are recommended.")