Update app.py

app.py

@@ -98,6 +98,7 @@ def process_new_image(image_key, image, kbvqa):
 
 def run_inference():
     st.title("Run Inference")
+    st.write("Please note that this is not a general purpose model, it is specifically trained on OK-VQA dataset and is designed to give short answers to the given questions.")
 
     method = st.selectbox(
         "Choose a method:",
@@ -106,7 +107,7 @@ def run_inference():
     )
 
     detection_model = st.selectbox(
-        "Choose a model for object detection:",
+        "Choose a model for objects detection:",
         ["yolov5", "detic"],
         index=1  # "detic" is selected by default
     )
@@ -126,6 +127,9 @@ def run_inference():
     settings_changed = (st.session_state['model_settings']['detection_model'] != detection_model or
                         st.session_state['model_settings']['confidence_level'] != confidence_level)
 
+    if settings_changed:
+        st.text("Model Settings have changed, please reload the model, this will take no time :)")
+
     button_label = "Reload Model" if settings_changed else "Load Model"
 
     if method == "Fine-Tuned Model":
@@ -202,7 +206,6 @@ def main():
 
 
     elif selection == "Run Inference":
-        st.text("Please note that this is not a general purpose model, it is specifically trained on OK-VQA dataset and is designed to give short answers to the given questions.")
         run_inference()
 
     elif selection == "Code":