move/remove mtcnn initialization appropriately

app.py

@@ -40,6 +40,8 @@ result_queue: "queue.Queue[List[Detection]]" = queue.Queue()
 
 # Appropriate imports needed for analysis
 
+# Initialize MTCNN for face detection
+mtcnn = MTCNN()
 
 # Initialize the Hugging Face pipeline for facial emotion detection
 emotion_pipeline = pipeline("image-classification",
@@ -157,9 +159,6 @@ logging.getLogger("streamlit").setLevel(logging.ERROR)
 # Container to hold image data and analysis results
 img_container = {"input": None, "analyzed": None, "analysis_time": None}
 
-# Initialize MTCNN for face detection
-mtcnn = MTCNN()
-
 # Logger for debugging and information
 logger = logging.getLogger(__name__)
 

object_detection.py

@@ -192,9 +192,6 @@ logging.getLogger("streamlit").setLevel(logging.ERROR)
 # Container to hold image data and analysis results
 img_container = {"input": None, "analyzed": None, "analysis_time": None}
 
-# Initialize MTCNN for face detection
-mtcnn = MTCNN()
-
 # Logger for debugging and information
 logger = logging.getLogger(__name__)