susantabiswas/FaceRecog

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face_recog/face_detection_opencv.py

Summary

Maintainability
A
1 hr
Test Coverage

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 face_recog/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 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 face_recog/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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