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Similar blocks of code found in 8 locations. Consider refactoring.
Open

  new_output.attr['x_scale'].CopyFrom(
      attr_value_pb2.AttrValue(f=scale_values['x_scale'].pop()))
Severity: Major
Found in research/object_detection/export_tflite_ssd_graph_lib.py and 7 other locations - About 45 mins to fix
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 128..129
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 130..131
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 132..133
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 134..135
research/object_detection/export_tflite_ssd_graph_lib.py on lines 132..133
research/object_detection/export_tflite_ssd_graph_lib.py on lines 136..137
research/object_detection/export_tflite_ssd_graph_lib.py on lines 138..139

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 35.

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 3 locations. Consider refactoring.
Open

      if self.groundtruth_has_field(fields.InputDataFields.is_annotated):
        losses_mask = tf.stack(self.groundtruth_lists(
            fields.InputDataFields.is_annotated))
Severity: Major
Found in research/object_detection/meta_architectures/ssd_meta_arch.py and 2 other locations - About 45 mins to fix
research/object_detection/meta_architectures/faster_rcnn_meta_arch.py on lines 2354..2356
research/object_detection/meta_architectures/faster_rcnn_meta_arch.py on lines 2510..2512

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 35.

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 3 locations. Consider refactoring.
Open

      if self.groundtruth_has_field(fields.InputDataFields.is_annotated):
        losses_mask = tf.stack(self.groundtruth_lists(
            fields.InputDataFields.is_annotated))
Severity: Major
Found in research/object_detection/meta_architectures/faster_rcnn_meta_arch.py and 2 other locations - About 45 mins to fix
research/object_detection/meta_architectures/faster_rcnn_meta_arch.py on lines 2354..2356
research/object_detection/meta_architectures/ssd_meta_arch.py on lines 871..873

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 35.

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 7 locations. Consider refactoring.
Open

  if not tf.io.gfile.exists(FLAGS.output_dir):
    tf.io.gfile.makedirs(FLAGS.output_dir)
Severity: Major
Found in research/delf/delf/python/delg/perform_retrieval.py and 6 other locations - About 45 mins to fix
official/legacy/xlnet/preprocess_squad_data.py on lines 101..102
research/attention_ocr/python/eval.py on lines 48..49
research/deep_speech/data/download.py on lines 189..190
research/deeplab/datasets/remove_gt_colormap.py on lines 68..69
research/delf/delf/python/delg/extract_features.py on lines 99..100
research/delf/delf/python/detect_to_retrieve/perform_retrieval.py on lines 186..187

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 35.

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 7 locations. Consider refactoring.
Open

          net.append(
              conv_hyperparams.build_batch_norm(
                  training=(is_training and not freeze_batchnorm),
                  name=layer_name + '_depthwise_batchnorm'))
Severity: Major
Found in research/object_detection/models/feature_map_generators.py and 6 other locations - About 45 mins to fix
research/object_detection/models/feature_map_generators.py on lines 109..112
research/object_detection/models/feature_map_generators.py on lines 235..238
research/object_detection/models/feature_map_generators.py on lines 279..282
research/object_detection/models/feature_map_generators.py on lines 295..298
research/object_detection/utils/bifpn_utils.py on lines 92..96
research/object_detection/utils/bifpn_utils.py on lines 159..162

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 35.

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 3 locations. Consider refactoring.
Open

    for key in input_shape:
      inputs[key] = tf.ones(input_shape[key], dtype=tf.float32)
Severity: Major
Found in official/projects/yolo/modeling/layers/detection_generator_test.py and 2 other locations - About 45 mins to fix
official/projects/yolo/modeling/heads/yolo_head_test.py on lines 39..40
official/projects/yolo/modeling/heads/yolo_head_test.py on lines 63..64

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 35.

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 3 locations. Consider refactoring.
Open

    labels = tf.random.uniform((batch_size,),
                               minval=0,
                               maxval=model.num_classes - 1,
                               dtype=tf.int64)
Severity: Major
Found in research/delf/delf/python/training/model/delg_model_test.py and 2 other locations - About 45 mins to fix
research/delf/delf/python/training/model/delf_model_test.py on lines 77..80
research/delf/delf/python/training/model/delg_model_test.py on lines 115..118

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 35.

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 8 locations. Consider refactoring.
Open

  new_output.attr['w_scale'].CopyFrom(
      attr_value_pb2.AttrValue(f=scale_values['w_scale'].pop()))
Severity: Major
Found in research/object_detection/export_tflite_ssd_graph_lib.py and 7 other locations - About 45 mins to fix
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 128..129
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 130..131
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 132..133
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 134..135
research/object_detection/export_tflite_ssd_graph_lib.py on lines 132..133
research/object_detection/export_tflite_ssd_graph_lib.py on lines 134..135
research/object_detection/export_tflite_ssd_graph_lib.py on lines 136..137

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 35.

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 7 locations. Consider refactoring.
Open

  if not tf.io.gfile.exists(cmd_args.output_dir):
    tf.io.gfile.makedirs(cmd_args.output_dir)
Severity: Major
Found in research/delf/delf/python/detect_to_retrieve/perform_retrieval.py and 6 other locations - About 45 mins to fix
official/legacy/xlnet/preprocess_squad_data.py on lines 101..102
research/attention_ocr/python/eval.py on lines 48..49
research/deep_speech/data/download.py on lines 189..190
research/deeplab/datasets/remove_gt_colormap.py on lines 68..69
research/delf/delf/python/delg/extract_features.py on lines 99..100
research/delf/delf/python/delg/perform_retrieval.py on lines 183..184

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 35.

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 7 locations. Consider refactoring.
Open

          net.append(
              conv_hyperparams.build_batch_norm(
                  training=(is_training and not freeze_batchnorm),
                  name=layer_name + '_batchnorm'))
Severity: Major
Found in research/object_detection/models/feature_map_generators.py and 6 other locations - About 45 mins to fix
research/object_detection/models/feature_map_generators.py on lines 109..112
research/object_detection/models/feature_map_generators.py on lines 235..238
research/object_detection/models/feature_map_generators.py on lines 266..269
research/object_detection/models/feature_map_generators.py on lines 279..282
research/object_detection/utils/bifpn_utils.py on lines 92..96
research/object_detection/utils/bifpn_utils.py on lines 159..162

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 35.

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 8 locations. Consider refactoring.
Open

          tf.summary.histogram('scale%d_depth%d' % (s, i), self.depth[i][s])
Severity: Major
Found in research/vid2depth/model.py and 7 other locations - About 45 mins to fix
research/vid2depth/model.py on lines 302..302
research/vid2depth/model.py on lines 303..303
research/vid2depth/model.py on lines 306..307
research/vid2depth/model.py on lines 308..309
research/vid2depth/model.py on lines 310..311
research/vid2depth/model.py on lines 312..314
research/vid2depth/model.py on lines 316..317

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 35.

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 7 locations. Consider refactoring.
Open

  if not tf.io.gfile.exists(FLAGS.output_features_dir):
    tf.io.gfile.makedirs(FLAGS.output_features_dir)
Severity: Major
Found in research/delf/delf/python/delg/extract_features.py and 6 other locations - About 45 mins to fix
official/legacy/xlnet/preprocess_squad_data.py on lines 101..102
research/attention_ocr/python/eval.py on lines 48..49
research/deep_speech/data/download.py on lines 189..190
research/deeplab/datasets/remove_gt_colormap.py on lines 68..69
research/delf/delf/python/delg/perform_retrieval.py on lines 183..184
research/delf/delf/python/detect_to_retrieve/perform_retrieval.py on lines 186..187

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 35.

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 7 locations. Consider refactoring.
Open

          net.append(
              conv_hyperparams.build_batch_norm(
                  training=(is_training and not freeze_batchnorm),
                  name=layer_name + '_batchnorm'))
Severity: Major
Found in research/object_detection/models/feature_map_generators.py and 6 other locations - About 45 mins to fix
research/object_detection/models/feature_map_generators.py on lines 109..112
research/object_detection/models/feature_map_generators.py on lines 266..269
research/object_detection/models/feature_map_generators.py on lines 279..282
research/object_detection/models/feature_map_generators.py on lines 295..298
research/object_detection/utils/bifpn_utils.py on lines 92..96
research/object_detection/utils/bifpn_utils.py on lines 159..162

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 35.

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 8 locations. Consider refactoring.
Open

        tf.summary.image('scale%d_warp_error%s' % (s, key),
                         self.warp_error[s][key])
Severity: Major
Found in research/vid2depth/model.py and 7 other locations - About 45 mins to fix
research/vid2depth/model.py on lines 301..301
research/vid2depth/model.py on lines 302..302
research/vid2depth/model.py on lines 303..303
research/vid2depth/model.py on lines 306..307
research/vid2depth/model.py on lines 308..309
research/vid2depth/model.py on lines 312..314
research/vid2depth/model.py on lines 316..317

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 35.

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 8 locations. Consider refactoring.
Open

  new_output.attr['y_scale'].CopyFrom(
      attr_value_pb2.AttrValue(f=scale_values['y_scale'].pop()))
Severity: Major
Found in research/lstm_object_detection/export_tflite_lstd_graph_lib.py and 7 other locations - About 45 mins to fix
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 130..131
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 132..133
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 134..135
research/object_detection/export_tflite_ssd_graph_lib.py on lines 132..133
research/object_detection/export_tflite_ssd_graph_lib.py on lines 134..135
research/object_detection/export_tflite_ssd_graph_lib.py on lines 136..137
research/object_detection/export_tflite_ssd_graph_lib.py on lines 138..139

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 35.

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 8 locations. Consider refactoring.
Open

  new_output.attr['w_scale'].CopyFrom(
      attr_value_pb2.AttrValue(f=scale_values['w_scale'].pop()))
Severity: Major
Found in research/lstm_object_detection/export_tflite_lstd_graph_lib.py and 7 other locations - About 45 mins to fix
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 128..129
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 130..131
research/lstm_object_detection/export_tflite_lstd_graph_lib.py on lines 132..133
research/object_detection/export_tflite_ssd_graph_lib.py on lines 132..133
research/object_detection/export_tflite_ssd_graph_lib.py on lines 134..135
research/object_detection/export_tflite_ssd_graph_lib.py on lines 136..137
research/object_detection/export_tflite_ssd_graph_lib.py on lines 138..139

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 35.

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 7 locations. Consider refactoring.
Open

  if not tf.io.gfile.exists(FLAGS.data_dir):
    tf.io.gfile.makedirs(FLAGS.data_dir)
Severity: Major
Found in research/deep_speech/data/download.py and 6 other locations - About 45 mins to fix
official/legacy/xlnet/preprocess_squad_data.py on lines 101..102
research/attention_ocr/python/eval.py on lines 48..49
research/deeplab/datasets/remove_gt_colormap.py on lines 68..69
research/delf/delf/python/delg/extract_features.py on lines 99..100
research/delf/delf/python/delg/perform_retrieval.py on lines 183..184
research/delf/delf/python/detect_to_retrieve/perform_retrieval.py on lines 186..187

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 35.

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 7 locations. Consider refactoring.
Open

  if apply_batchnorm:
    layers.append(
        conv_hyperparams.build_batch_norm(
            training=(is_training and not freeze_batchnorm),
            name=name + 'batchnorm'))
Severity: Major
Found in research/object_detection/utils/bifpn_utils.py and 6 other locations - About 45 mins to fix
research/object_detection/models/feature_map_generators.py on lines 109..112
research/object_detection/models/feature_map_generators.py on lines 235..238
research/object_detection/models/feature_map_generators.py on lines 266..269
research/object_detection/models/feature_map_generators.py on lines 279..282
research/object_detection/models/feature_map_generators.py on lines 295..298
research/object_detection/utils/bifpn_utils.py on lines 159..162

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 35.

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 7 locations. Consider refactoring.
Open

    layers.append(
        conv_hyperparams.build_batch_norm(
            training=(is_training and not freeze_batchnorm),
            name=name + 'downsample_batchnorm'))
Severity: Major
Found in research/object_detection/utils/bifpn_utils.py and 6 other locations - About 45 mins to fix
research/object_detection/models/feature_map_generators.py on lines 109..112
research/object_detection/models/feature_map_generators.py on lines 235..238
research/object_detection/models/feature_map_generators.py on lines 266..269
research/object_detection/models/feature_map_generators.py on lines 279..282
research/object_detection/models/feature_map_generators.py on lines 295..298
research/object_detection/utils/bifpn_utils.py on lines 92..96

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 35.

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

  if raw_boxes is not None:
    outputs[detection_fields.raw_detection_boxes] = tf.identity(
        raw_boxes, name=detection_fields.raw_detection_boxes)
Severity: Major
Found in research/object_detection/exporter.py and 5 other locations - About 45 mins to fix
research/object_detection/exporter.py on lines 334..336
research/object_detection/exporter.py on lines 337..340
research/object_detection/exporter.py on lines 348..350
research/object_detection/exporter.py on lines 351..353
research/object_detection/exporter.py on lines 354..356

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 35.

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

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