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susantabiswas/realtime-facial-emotion-analyzer

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Showing 6 of 6 total issues

Function emotion_analysis_video has a Cognitive Complexity of 18 (exceeds 5 allowed). Consider refactoring.
Open

    def emotion_analysis_video(
        self,
        video_path: str = None,
        detection_interval: int = 15,
        save_output: bool = False,
Severity: Minor
Found in video_main.py - About 2 hrs to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function define_model has 36 lines of code (exceeds 25 allowed). Consider refactoring.
Open

def define_model():
    """Creates a model from a predefined architecture

    Returns:
        model: Sequential keras model
Severity: Minor
Found in emotion_analyzer/model_utils.py - About 1 hr to fix

    Function detect_faces has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
    Open

        def detect_faces(self, image, conf_threshold: float = 0.7) -> List[List[int]]:
        """Performs facial detection on an image. Uses OpenCV DNN based face detector.
        Args:
            image (numpy array):
            conf_threshold (float, optional): Threshold confidence to consider
    Severity: Minor
    Found in emotion_analyzer/face_detection_opencv.py - About 1 hr to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

    Further reading

    Function emotion_analysis_video has 6 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def emotion_analysis_video(
    Severity: Minor
    Found in video_main.py - About 45 mins to fix

      Function detect_faces has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
      Open

          def detect_faces(self, image, conf_threshold: float = 0.7) -> List[List[int]]:
        """Performs facial detection on an image. Uses MTCNN.
        Args:
            image (numpy array):
            conf_threshold (float, optional): Threshold confidence to consider
      Severity: Minor
      Found in emotion_analyzer/face_detection_mtcnn.py - About 35 mins to fix

      Cognitive Complexity

      Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

      A method's cognitive complexity is based on a few simple rules:

      • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
      • Code is considered more complex for each "break in the linear flow of the code"
      • Code is considered more complex when "flow breaking structures are nested"

      Further reading

      Function is_valid_bbox has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
      Open

          def is_valid_bbox(self, bbox: List[int], height: int, width: int) -> bool:
        """Checks if the bounding box exists in the image.

        Args:
            bbox (List[int]): Bounding box coordinates
      Severity: Minor
      Found in emotion_analyzer/face_detection_opencv.py - About 25 mins to fix

      Cognitive Complexity

      Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

      A method's cognitive complexity is based on a few simple rules:

      • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
      • Code is considered more complex for each "break in the linear flow of the code"
      • Code is considered more complex when "flow breaking structures are nested"

      Further reading

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