Sign upLogin

tensorflow/models

View on GitHub
Star
research/object_detection/utils/per_image_evaluation_test.py

Summary

Maintainability
F
1 mo
Test Coverage

File per_image_evaluation_test.py has 617 lines of code (exceeds 250 allowed). Consider refactoring.
Open

# Copyright 2017 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
Severity: Major
Found in research/object_detection/utils/per_image_evaluation_test.py - About 1 day to fix

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

      def test_mask_one_tp_one_fp(self):
    # GT: one box with mask, one without
    # Det: one mask matches gt1, one is fp (box does not match)
    groundtruth_boxes = np.array([[0, 0, 2, 3], [2, 2, 4, 4]], dtype=float)
    groundtruth_mask_0 = np.array([[0, 1, 1, 0], [0, 0, 1, 0], [0, 0, 0, 0]],
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 3 days to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 595..629

    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 388.

    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 2 locations. Consider refactoring.
    Open

      def test_two_mask_one_gt_one_fp(self):
    # GT: one box with mask, one without.
    # Det: two mask matches same gt, one is tp, one is passed down to box match
    # and is fp.
    groundtruth_boxes = np.array([[0, 0, 2, 3], [2, 3, 4, 6]], dtype=float)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 3 days to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 524..557

    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 388.

    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 2 locations. Consider refactoring.
    Open

      def test_compute_corloc_with_normal_iou_threshold(self):
    num_groundtruth_classes = 3
    matching_iou_threshold = 0.5
    nms_iou_threshold = 1.0
    nms_max_output_boxes = 10000
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 2 days to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 692..714

    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 223.

    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 2 locations. Consider refactoring.
    Open

      def test_compute_corloc_with_very_large_iou_threshold(self):
    num_groundtruth_classes = 3
    matching_iou_threshold = 0.9
    nms_iou_threshold = 1.0
    nms_max_output_boxes = 10000
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 2 days to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 668..690

    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 223.

    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 2 locations. Consider refactoring.
    Open

      def test_mask_no_true_positives(self):
    groundtruth_boxes = np.array([[100, 100, 105, 105]], dtype=float)
    groundtruth_masks_0 = np.array([[1, 1, 1, 1],
                                    [1, 1, 1, 1],
                                    [1, 1, 1, 1]], dtype=np.uint8)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 1 day to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 431..450

    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 216.

    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 2 locations. Consider refactoring.
    Open

      def test_mask_one_true_positives_with_large_iou_threshold(self):
    groundtruth_boxes = np.array([[0, 0, 1, 1]], dtype=float)
    groundtruth_masks_0 = np.array([[1, 0, 0, 0],
                                    [1, 1, 0, 0],
                                    [0, 0, 0, 0]], dtype=np.uint8)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 1 day to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 397..416

    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 216.

    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 2 locations. Consider refactoring.
    Open

      def test_mask_match_two_to_group_of_box(self):
    groundtruth_groundtruth_is_difficult_list = np.array(
        [False, False, False], dtype=bool)
    groundtruth_groundtruth_is_group_of_list = np.array(
        [True, False, True], dtype=bool)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 1 day to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 287..309

    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 173.

    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 2 locations. Consider refactoring.
    Open

      def test_mask_match_to_non_group_of_and_group_of_box(self):
    groundtruth_groundtruth_is_difficult_list = np.array(
        [False, False, False], dtype=bool)
    groundtruth_groundtruth_is_group_of_list = np.array(
        [False, True, True], dtype=bool)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 1 day to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 329..350

    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 173.

    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

      def test_one_true_positives_with_very_small_iou_threshold(self):
    groundtruth_boxes = np.array([[0, 0, 1, 1]], dtype=float)
    groundtruth_groundtruth_is_difficult_list = np.zeros(1, dtype=bool)
    groundtruth_groundtruth_is_group_of_list = np.array([False], dtype=bool)
    scores, tp_fp_labels = self.eval_low_iou._compute_tp_fp_for_single_class(
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 2 other locations - About 1 day to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 384..395
    research/object_detection/utils/per_image_evaluation_test.py on lines 418..429

    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 154.

    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

      def test_one_true_positives_with_large_iou_threshold(self):
    groundtruth_boxes = np.array([[0, 0, 1, 1]], dtype=float)
    groundtruth_groundtruth_is_difficult_list = np.zeros(1, dtype=bool)
    groundtruth_groundtruth_is_group_of_list = np.array([False], dtype=bool)
    scores, tp_fp_labels = self.eval_high_iou._compute_tp_fp_for_single_class(
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 2 other locations - About 1 day to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 384..395
    research/object_detection/utils/per_image_evaluation_test.py on lines 452..463

    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 154.

    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

      def test_no_true_positives(self):
    groundtruth_boxes = np.array([[100, 100, 105, 105]], dtype=float)
    groundtruth_groundtruth_is_difficult_list = np.zeros(1, dtype=bool)
    groundtruth_groundtruth_is_group_of_list = np.array([False], dtype=bool)
    scores, tp_fp_labels = self.eval_high_iou._compute_tp_fp_for_single_class(
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 2 other locations - About 1 day to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 418..429
    research/object_detection/utils/per_image_evaluation_test.py on lines 452..463

    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 154.

    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 2 locations. Consider refactoring.
    Open

      def test_mask_match_two_to_group_of_box(self):
    groundtruth_groundtruth_is_difficult_list = np.array(
        [False, False, False], dtype=bool)
    groundtruth_groundtruth_is_group_of_list = np.array(
        [True, False, True], dtype=bool)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 1 day to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 185..202

    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 147.

    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 2 locations. Consider refactoring.
    Open

      def test_mask_match_to_non_group_of_and_group_of_box(self):
    groundtruth_groundtruth_is_difficult_list = np.array(
        [False, False, False], dtype=bool)
    groundtruth_groundtruth_is_group_of_list = np.array(
        [False, True, True], dtype=bool)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 1 day to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 218..234

    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 147.

    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 2 locations. Consider refactoring.
    Open

      def test_match_two_to_group_of_box(self):
    groundtruth_groundtruth_is_difficult_list = np.array(
        [False, False, False], dtype=bool)
    groundtruth_groundtruth_is_group_of_list = np.array(
        [True, False, True], dtype=bool)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 1 day to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 170..183

    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 136.

    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 2 locations. Consider refactoring.
    Open

      def test_match_to_non_group_of_and_group_of_box(self):
    groundtruth_groundtruth_is_difficult_list = np.array(
        [False, False, False], dtype=bool)
    groundtruth_groundtruth_is_group_of_list = np.array(
        [False, True, True], dtype=bool)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 1 day to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 204..216

    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 136.

    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 2 locations. Consider refactoring.
    Open

        detected_boxes = np.array([[0, 0, 1, 1], [10, 10, 5, 5], [0, 0, 2, 2],
                               [5, 10, 10, 5], [10, 5, 5, 10], [0, 0, 3, 3]],
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 1 other location - About 1 hr to fix
    research/object_detection/utils/np_box_list_ops_test.py on lines 277..282

    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 48.

    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 6 locations. Consider refactoring.
    Open

        self.detected_boxes = np.array(
        [[0, 0, 1, 1], [0, 0, 2, 1], [0, 0, 3, 1]], dtype=float)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 5 other locations - About 50 mins to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 40..40
    research/object_detection/utils/per_image_evaluation_test.py on lines 141..142
    research/object_detection/utils/per_image_evaluation_test.py on lines 156..157
    research/object_detection/utils/per_image_evaluation_test.py on lines 261..262
    research/object_detection/utils/per_image_evaluation_test.py on lines 369..369

    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 36.

    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 6 locations. Consider refactoring.
    Open

        self.groundtruth_boxes = np.array(
        [[0, 0, 1, 1], [0, 0, 5, 5], [10, 10, 20, 20]], dtype=float)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 5 other locations - About 50 mins to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 40..40
    research/object_detection/utils/per_image_evaluation_test.py on lines 141..142
    research/object_detection/utils/per_image_evaluation_test.py on lines 249..250
    research/object_detection/utils/per_image_evaluation_test.py on lines 261..262
    research/object_detection/utils/per_image_evaluation_test.py on lines 369..369

    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 36.

    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 6 locations. Consider refactoring.
    Open

        self.detected_boxes = np.array([[0, 0, 1, 1], [0, 0, 2, 2], [0, 0, 3, 3]],
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 5 other locations - About 50 mins to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 141..142
    research/object_detection/utils/per_image_evaluation_test.py on lines 156..157
    research/object_detection/utils/per_image_evaluation_test.py on lines 249..250
    research/object_detection/utils/per_image_evaluation_test.py on lines 261..262
    research/object_detection/utils/per_image_evaluation_test.py on lines 369..369

    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 36.

    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 6 locations. Consider refactoring.
    Open

        self.detected_boxes = np.array(
        [[0, 0, 1, 1], [0, 0, 2, 1], [0, 0, 3, 1]], dtype=float)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 5 other locations - About 50 mins to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 40..40
    research/object_detection/utils/per_image_evaluation_test.py on lines 156..157
    research/object_detection/utils/per_image_evaluation_test.py on lines 249..250
    research/object_detection/utils/per_image_evaluation_test.py on lines 261..262
    research/object_detection/utils/per_image_evaluation_test.py on lines 369..369

    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 36.

    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 6 locations. Consider refactoring.
    Open

        self.detected_boxes = np.array([[0, 0, 1, 1], [0, 0, 2, 2], [0, 0, 3, 3]],
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 5 other locations - About 50 mins to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 40..40
    research/object_detection/utils/per_image_evaluation_test.py on lines 141..142
    research/object_detection/utils/per_image_evaluation_test.py on lines 156..157
    research/object_detection/utils/per_image_evaluation_test.py on lines 249..250
    research/object_detection/utils/per_image_evaluation_test.py on lines 261..262

    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 36.

    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 6 locations. Consider refactoring.
    Open

        self.groundtruth_boxes = np.array(
        [[0, 0, 1, 1], [0, 0, 5, 5], [10, 10, 20, 20]], dtype=float)
    Severity: Major
    Found in research/object_detection/utils/per_image_evaluation_test.py and 5 other locations - About 50 mins to fix
    research/object_detection/utils/per_image_evaluation_test.py on lines 40..40
    research/object_detection/utils/per_image_evaluation_test.py on lines 141..142
    research/object_detection/utils/per_image_evaluation_test.py on lines 156..157
    research/object_detection/utils/per_image_evaluation_test.py on lines 249..250
    research/object_detection/utils/per_image_evaluation_test.py on lines 369..369

    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 36.

    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