tensorflow/models

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research/object_detection/utils/per_image_vrd_evaluation.py

Summary

Maintainability
A
2 hrs
Test Coverage

Function _compute_tp_fp_for_single_class has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
Open

  def _compute_tp_fp_for_single_class(self, detected_box_tuples,
                                      groundtruth_box_tuples):
    """Labels boxes detected with the same class from the same image as tp/fp.

    Detection boxes are expected to be already sorted by score.
Severity: Minor
Found in research/object_detection/utils/per_image_vrd_evaluation.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 compute_detection_tp_fp has 5 arguments (exceeds 4 allowed). Consider refactoring.
Open

  def compute_detection_tp_fp(self, detected_box_tuples, detected_scores,
Severity: Minor
Found in research/object_detection/utils/per_image_vrd_evaluation.py - About 35 mins to fix

    Function _compute_tp_fp has 5 arguments (exceeds 4 allowed). Consider refactoring.
    Open

      def _compute_tp_fp(self, detected_box_tuples, detected_scores,
    Severity: Minor
    Found in research/object_detection/utils/per_image_vrd_evaluation.py - About 35 mins to fix

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