Usecases

Utilities and use cases built on top of OTX API.

Adapters.

These connect datasource to OTX entities.

• Adapters
  • ExportableCodeAdapter
  • IDataSource
    • IDataSource.data
  • ModelAdapter
    • ModelAdapter.data
    • ModelAdapter.data_source
    • ModelAdapter.from_file_storage
• Evaluation
  • Accuracy
    • Accuracy.accuracy
    • Accuracy.get_performance()
  • compute_unnormalized_confusion_matrices_from_resultset()
  • precision_metrics_group()
  • recall_metrics_group()
  • AnomalyDetectionScores
  • AnomalyLocalizationPerformance
    • AnomalyLocalizationPerformance.global_score
    • AnomalyLocalizationPerformance.local_score
  • AnomalyLocalizationScores
    • AnomalyLocalizationScores.get_performance()
  • AnomalySegmentationScores
  • MetricAverageMethod
    • MetricAverageMethod.MACRO
    • MetricAverageMethod.MICRO
  • NumberPerLabel
  • divide_arrays_with_possible_zeros()
  • get_intersections_and_cardinalities()
  • intersection_box()
  • intersection_over_union()
  • precision_per_class()
  • recall_per_class()
  • DiceAverage
    • DiceAverage.compute_dice_using_intersection_and_cardinality()
    • DiceAverage.dice_per_label
    • DiceAverage.get_performance()
    • DiceAverage.overall_dice
  • FMeasure
    • FMeasure.best_confidence_threshold
    • FMeasure.best_nms_threshold
    • FMeasure.box_class_index
    • FMeasure.box_score_index
    • FMeasure.f_measure
    • FMeasure.f_measure_per_confidence
    • FMeasure.f_measure_per_label
    • FMeasure.f_measure_per_nms
    • FMeasure.get_performance()
  • bounding_box_intersection_over_union()
  • get_iou_matrix()
  • get_n_false_negatives()
  • intersection_box()
  • MetricsHelper
    • MetricsHelper.compute_accuracy()
    • MetricsHelper.compute_anomaly_detection_scores()
    • MetricsHelper.compute_anomaly_segmentation_scores()
    • MetricsHelper.compute_dice_averaged_over_pixels()
    • MetricsHelper.compute_f_measure()
  • IPerformanceProvider
    • IPerformanceProvider.get_performance()
• Exportable Code
• Reporting
  • Callback
    • Callback.on_batch_begin()
    • Callback.on_batch_end()
    • Callback.on_epoch_begin()
    • Callback.on_epoch_end()
    • Callback.on_test_batch_begin()
    • Callback.on_test_batch_end()
    • Callback.on_test_begin()
    • Callback.on_test_end()
    • Callback.on_train_batch_begin()
    • Callback.on_train_batch_end()
    • Callback.on_train_begin()
    • Callback.on_train_end()
    • Callback.set_model()
    • Callback.set_params()
  • TimeMonitorCallback
    • TimeMonitorCallback.get_progress()
    • TimeMonitorCallback.is_stalling()
    • TimeMonitorCallback.on_epoch_begin()
    • TimeMonitorCallback.on_epoch_end()
    • TimeMonitorCallback.on_test_batch_begin()
    • TimeMonitorCallback.on_test_batch_end()
    • TimeMonitorCallback.on_train_batch_begin()
    • TimeMonitorCallback.on_train_batch_end()
    • TimeMonitorCallback.on_train_begin()
    • TimeMonitorCallback.on_train_end()
  • Callback
    • Callback.on_batch_begin()
    • Callback.on_batch_end()
    • Callback.on_epoch_begin()
    • Callback.on_epoch_end()
    • Callback.on_test_batch_begin()
    • Callback.on_test_batch_end()
    • Callback.on_test_begin()
    • Callback.on_test_end()
    • Callback.on_train_batch_begin()
    • Callback.on_train_batch_end()
    • Callback.on_train_begin()
    • Callback.on_train_end()
    • Callback.set_model()
    • Callback.set_params()
  • TimeMonitorCallback
    • TimeMonitorCallback.get_progress()
    • TimeMonitorCallback.is_stalling()
    • TimeMonitorCallback.on_epoch_begin()
    • TimeMonitorCallback.on_epoch_end()
    • TimeMonitorCallback.on_test_batch_begin()
    • TimeMonitorCallback.on_test_batch_end()
    • TimeMonitorCallback.on_train_batch_begin()
    • TimeMonitorCallback.on_train_batch_end()
    • TimeMonitorCallback.on_train_begin()
    • TimeMonitorCallback.on_train_end()
• Task interfaces