Update my_model/state_manager.py

my_model/state_manager.py

@@ -221,7 +221,13 @@ class StateManager:
         try:
             free_gpu_resources()
             if self.is_model_loaded:
-
+                
+                if st.session_state['detection_model'] == st.session_state['previous_state']['detection_model']\
+                    and st.session_state['method'] == st.session_state['previous_state']['method'] \
+                    and st.session_state['confidence_level'] != st.session_state['confidence_level']['method']:
+                        st.session_state['kbvqa'].detection_confidence = st.session_state.confidence_level
+                        return  # only update the confidence level
+                    
                 prepare_kbvqa_model(only_reload_detection_model=True)
                 st.session_state['kbvqa'].detection_confidence = st.session_state.confidence_level
                 self.col1.success("Model reloaded with updated settings and ready for inference.")