src/control_backend/agents/perception/visual_emotion_recognition_agent/visual_emotion_recognition_agent.py

@@ -6,23 +6,27 @@ import cv2
 import numpy as np
 import zmq
 import zmq.asyncio as azmq
-from control_backend.agents.perception.visual_emotion_recognition_agentvisual_emotion_recognizer import (  # noqa
-    DeepFaceEmotionRecognizer,
-)
 from pydantic_core import ValidationError
 
 from control_backend.agents import BaseAgent
+from control_backend.agents.perception.visual_emotion_recognition_agent.visual_emotion_recognizer import (  # noqa
+    DeepFaceEmotionRecognizer,
+)
 from control_backend.core.agent_system import InternalMessage
 from control_backend.core.config import settings
 from control_backend.schemas.belief_message import Belief
 
 
 class VisualEmotionRecognitionAgent(BaseAgent):
-    def __init__(self, name: str, socket_address: str, bind: bool = False, timeout_ms: int = 1000, 
-                 window_duration: 
-                 int = settings.behaviour_settings.visual_emotion_recognition_window_duration_s
-                 , min_frames_required: int = 
-                 settings.behaviour_settings.visual_emotion_recognition_min_frames_per_face):
+    def __init__(
+        self,
+        name: str,
+        socket_address: str,
+        bind: bool = False,
+        timeout_ms: int = 1000,
+        window_duration: int = settings.behaviour_settings.visual_emotion_recognition_window_duration_s,  # noqa
+        min_frames_required: int = settings.behaviour_settings.visual_emotion_recognition_min_frames_per_face,  # noqa
+    ):
         """
         Initialize the Visual Emotion Recognition Agent.
 
@@ -135,8 +139,9 @@ class VisualEmotionRecognitionAgent(BaseAgent):
         for emotion in emotions_to_remove:
             self.logger.info(f"Emotion '{emotion}' has disappeared.")
             try:
-                emotion_beliefs_remove.append(Belief(name="emotion_detected", arguments=[emotion], 
-                                                     remove=True))
+                emotion_beliefs_remove.append(
+                    Belief(name="emotion_detected", arguments=[emotion], remove=True)
+                )
             except ValidationError:
                 self.logger.warning("Invalid belief for emotion removal: %s", emotion)