Update app.py

app.py

@@ -111,7 +111,9 @@ if canvas_result.image_data is not None:
 
     # Correctly reshape the image
     image1 = image1.reshape(1, 1, 28, 28).astype('float32')
-    st.title(np.argmax(cnn.predict(image1)))
+    prediction = np.argmax(model.predict(image1))
+    st.title(f"Handwritten Digit Prediction: {prediction}")
 
-if canvas_result.json_data is not None:
-    st.dataframe(pd.json_normalize(canvas_result.json_data["objects"]))
+
+# if canvas_result.json_data is not None:
+#     st.dataframe(pd.json_normalize(canvas_result.json_data["objects"]))