Sign upLogin

tensorflow/models

View on GitHub
Star
official/vision/utils/object_detection/ops.py

Summary

Maintainability
D
2 days
Test Coverage

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

def merge_boxes_with_multiple_labels(
Severity: Minor
Found in official/vision/utils/object_detection/ops.py - About 35 mins to fix

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

    def indices_to_dense_vector(indices,
    Severity: Minor
    Found in official/vision/utils/object_detection/ops.py - About 35 mins to fix

      Similar blocks of code found in 3 locations. Consider refactoring.
      Open

      def indices_to_dense_vector(indices,
                            size,
                            indices_value=1.,
                            default_value=0,
                            dtype=tf.float32):
      Severity: Major
      Found in official/vision/utils/object_detection/ops.py and 2 other locations - About 7 hrs to fix
      official/vision/ops/sampling_ops.py on lines 61..90
      research/object_detection/utils/ops.py on lines 306..335

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 114.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 3 locations. Consider refactoring.
      Open

        with tf.name_scope(scope):
    params_shape = shape_utils.combined_static_and_dynamic_shape(params)
    indices_shape = shape_utils.combined_static_and_dynamic_shape(indices)
    params2d = tf.reshape(params, [params_shape[0], -1])
    indicator_matrix = tf.one_hot(indices, params_shape[0])
      Severity: Major
      Found in official/vision/utils/object_detection/ops.py and 2 other locations - About 6 hrs to fix
      official/projects/centernet/ops/box_list_ops.py on lines 120..127
      research/object_detection/utils/ops.py on lines 1026..1033

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 102.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Identical blocks of code found in 2 locations. Consider refactoring.
      Open

        hashcodes = (
      ymin
      + xmin * quantization_bins
      + ymax * quantization_bins * quantization_bins
      + xmax * quantization_bins * quantization_bins * quantization_bins
      Severity: Major
      Found in official/vision/utils/object_detection/ops.py and 1 other location - About 2 hrs to fix
      research/object_detection/utils/ops.py on lines 919..923

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 59.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      There are no issues that match your filters.

      Category
      Status