Index _ | A | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | Z _ __call__() (panoptica.utils.edge_case_handling.EdgeCaseResult method) (panoptica.utils.edge_case_handling.MetricZeroTPEdgeCaseHandling method) (panoptica.utils.label_group._LabelGroupAny method) (panoptica.utils.label_group.LabelMergeGroup method) __eq__() (panoptica.utils.constants._Enum_Compare method) (panoptica.utils.edge_case_handling.MetricZeroTPEdgeCaseHandling method) __exist_handler() (panoptica.panoptica_aggregator.Panoptica_Aggregator method) __group_dictionary (panoptica.utils.segmentation_class._NoSegmentationClassGroups attribute) (panoptica.utils.segmentation_class.SegmentationClassGroups attribute) __labels (panoptica.utils.segmentation_class.SegmentationClassGroups attribute) __repr__() (panoptica.utils.constants._Enum_Compare method) __str__() (panoptica.utils.constants._Enum_Compare method) (panoptica.utils.edge_case_handling.MetricZeroTPEdgeCaseHandling method) __surface_distances() (in module panoptica.metrics.assd) _abc_impl (panoptica.instance_approximator.ConnectedComponentsInstanceApproximator attribute) (panoptica.instance_approximator.InstanceApproximator attribute) (panoptica.instance_matcher.DesperateMarriageMatching attribute) (panoptica.instance_matcher.InstanceMatchingAlgorithm attribute) (panoptica.instance_matcher.MatchUntilConvergenceMatching attribute) (panoptica.instance_matcher.MaximizeMergeMatching attribute) (panoptica.instance_matcher.NaiveThresholdMatching attribute) (panoptica.utils.processing_pair._ProcessingPair attribute) (panoptica.utils.processing_pair._ProcessingPairInstanced attribute) (panoptica.utils.processing_pair.MatchedInstancePair attribute) (panoptica.utils.processing_pair.SemanticPair attribute) (panoptica.utils.processing_pair.UnmatchedInstancePair attribute) _add_metric() (panoptica.panoptica_result.PanopticaResult method) _approximate_instances() (panoptica.instance_approximator.ConnectedComponentsInstanceApproximator method) (panoptica.instance_approximator.InstanceApproximator method) _assertgroup() (panoptica.panoptica_statistics.Panoptica_Statistic method) _assertmetric() (panoptica.panoptica_statistics.Panoptica_Statistic method) _assertsubject() (panoptica.panoptica_statistics.Panoptica_Statistic method) _average_surface_distance() (in module panoptica.metrics.assd) _average_symmetric_surface_distance() (in module panoptica.metrics.assd) _calc() (panoptica.panoptica_result.PanopticaResult method) _calc_global_bin_metric() (panoptica.panoptica_result.PanopticaResult method) _calc_metric() (panoptica.panoptica_result.PanopticaResult method) _check_array_integrity() (in module panoptica.utils.processing_pair) _compute_centerline_dice() (in module panoptica.metrics.cldice) _compute_centerline_dice_coefficient() (in module panoptica.metrics.cldice) _compute_dice_coefficient() (in module panoptica.metrics.dice) _compute_instance_average_symmetric_surface_distance() (in module panoptica.metrics.assd) _compute_instance_iou() (in module panoptica.metrics.iou) _compute_instance_relative_volume_difference() (in module panoptica.metrics.relative_volume_difference) _compute_instance_volumetric_dice() (in module panoptica.metrics.dice) _compute_iou() (in module panoptica.metrics.iou) _compute_relative_volume_difference() (in module panoptica.metrics.relative_volume_difference) _count_unique_without_zeros() (in module panoptica.utils.numpy_utils) _distance_transform_edt() (in module panoptica.metrics.assd) _Enum_Compare (class in panoptica.utils.constants) _evaluate_group() (panoptica.panoptica_evaluator.Panoptica_Evaluator method) _evaluate_instance() (in module panoptica.instance_evaluator) _flatten_extend() (in module panoptica.panoptica_statistics) _get_bbox_nd() (in module panoptica.utils.numpy_utils) _get_daemon() (panoptica.utils.parallel_processing.NoDaemonProcess method) _get_smallest_fitting_uint() (in module panoptica.utils.numpy_utils) _handle_zero_instances_cases() (in module panoptica.panoptica_evaluator) _intermediatesteps (panoptica.utils.processing_pair.IntermediateStepsData attribute) _LabelGroupAny (class in panoptica.utils.label_group) _load_first_column_entries() (in module panoptica.panoptica_aggregator) _load_from_config() (in module panoptica.utils.config) _load_from_config_name() (in module panoptica.utils.config) _load_yaml() (in module panoptica.utils.config) _match_instances() (panoptica.instance_matcher.InstanceMatchingAlgorithm method) (panoptica.instance_matcher.MaximizeMergeMatching method) (panoptica.instance_matcher.NaiveThresholdMatching method) _Metric (class in panoptica.metrics.metrics) _metric_function (panoptica.metrics.metrics._Metric attribute), [1] _NoSegmentationClassGroups (class in panoptica.utils.segmentation_class) _pred_labels (panoptica.utils.processing_pair._ProcessingPair attribute) _prediction_arr (panoptica.utils.processing_pair._ProcessingPair attribute) _ProcessingPair (class in panoptica.utils.processing_pair) _ProcessingPairInstanced (class in panoptica.utils.processing_pair) _read_first_row() (in module panoptica.panoptica_aggregator) _ref_labels (panoptica.utils.processing_pair._ProcessingPair attribute) _reference_arr (panoptica.utils.processing_pair._ProcessingPair attribute) _register_class_to_yaml() (in module panoptica.utils.config) _register_helper_classes() (in module panoptica.utils.config) _register_permanently() (panoptica.utils.config.SupportsConfig class method) (panoptica.utils.constants._Enum_Compare class method) _save_one_subject() (panoptica.panoptica_aggregator.Panoptica_Aggregator method) _save_to_config() (in module panoptica.utils.config) _save_to_config_by_name() (in module panoptica.utils.config) _save_yaml() (in module panoptica.utils.config) _set_daemon() (panoptica.utils.parallel_processing.NoDaemonProcess method) _set_instance_approximator() (panoptica.panoptica_evaluator.Panoptica_Evaluator method) _set_instance_matcher() (panoptica.panoptica_evaluator.Panoptica_Evaluator method) _unique_without_zeros() (in module panoptica.utils.numpy_utils) _write_content() (in module panoptica.panoptica_aggregator) _yaml_repr() (panoptica.instance_approximator.ConnectedComponentsInstanceApproximator class method) (panoptica.instance_approximator.InstanceApproximator method) (panoptica.instance_matcher.InstanceMatchingAlgorithm method) (panoptica.instance_matcher.MaximizeMergeMatching class method) (panoptica.instance_matcher.NaiveThresholdMatching class method) (panoptica.panoptica_evaluator.Panoptica_Evaluator class method) (panoptica.utils.config.SupportsConfig class method) (panoptica.utils.edge_case_handling.EdgeCaseHandler class method) (panoptica.utils.edge_case_handling.EdgeCaseHandler method) (panoptica.utils.edge_case_handling.MetricZeroTPEdgeCaseHandling class method) (panoptica.utils.edge_case_handling.MetricZeroTPEdgeCaseHandling method) (panoptica.utils.label_group._LabelGroupAny class method) (panoptica.utils.label_group.LabelGroup class method) (panoptica.utils.segmentation_class._NoSegmentationClassGroups class method) (panoptica.utils.segmentation_class.SegmentationClassGroups class method) A add_intermediate_arr_data() (panoptica.utils.processing_pair.IntermediateStepsData method) add_intermediate_data() (panoptica.utils.processing_pair.IntermediateStepsData method) add_labelmap_entry() (panoptica.utils.instancelabelmap.InstanceLabelMap method), [1] ALL (panoptica.metrics.metrics.MetricMode attribute) approximate_instances() (panoptica.instance_approximator.InstanceApproximator method) args (panoptica.utils.parallel_processing.NoDaemonProcess attribute) ASSD (panoptica.metrics.metrics.Metric attribute) AVG (panoptica.metrics.metrics.MetricMode attribute) avg (panoptica.panoptica_statistics.ValueSummary property) C calculate_all() (panoptica.panoptica_result.PanopticaResult method) cc3d (panoptica.utils.constants.CCABackend attribute) cca_backend (panoptica.instance_approximator.ConnectedComponentsInstanceApproximator attribute) CCABackend (class in panoptica.utils.constants) citation_reminder() (in module panoptica.utils.citation_reminder) cl_score() (in module panoptica.metrics.cldice) clDSC (panoptica.metrics.metrics.Metric attribute) config_by_name() (in module panoptica.utils.filepath) config_dir_by_name() (in module panoptica.utils.filepath) ConnectedComponentsInstanceApproximator (class in panoptica.instance_approximator) contains_and() (panoptica.utils.instancelabelmap.InstanceLabelMap method), [1] contains_or() (panoptica.utils.instancelabelmap.InstanceLabelMap method), [1] contains_pred() (panoptica.utils.instancelabelmap.InstanceLabelMap method), [1] contains_ref() (panoptica.utils.instancelabelmap.InstanceLabelMap method), [1] copy() (panoptica.utils.processing_pair._ProcessingPair method) (panoptica.utils.processing_pair._ProcessingPairInstanced method) (panoptica.utils.processing_pair.MatchedInstancePair method) crop (panoptica.utils.processing_pair._ProcessingPair attribute) crop_data() (panoptica.utils.processing_pair._ProcessingPair method) D daemon (panoptica.utils.parallel_processing.NoDaemonProcess attribute) (panoptica.utils.parallel_processing.NoDaemonProcess property) decreasing (panoptica.metrics.metrics._Metric attribute), [1] (panoptica.metrics.metrics.Metric property) default_result (panoptica.utils.edge_case_handling.MetricZeroTPEdgeCaseHandling attribute) DesperateMarriageMatching (class in panoptica.instance_matcher) DirectValueMeta (class in panoptica.metrics.metrics) DSC (panoptica.metrics.metrics.Metric attribute) E EdgeCaseHandler (class in panoptica.utils.edge_case_handling) EdgeCaseResult (class in panoptica.utils.edge_case_handling) EdgeCaseZeroTP (class in panoptica.utils.edge_case_handling) empty_list_std (panoptica.utils.edge_case_handling.EdgeCaseHandler attribute) EMPTY_PRED (panoptica.utils.edge_case_handling.EdgeCaseZeroTP attribute), [1] empty_prediction_result (panoptica.utils.edge_case_handling.MetricZeroTPEdgeCaseHandling attribute) EMPTY_REF (panoptica.utils.edge_case_handling.EdgeCaseZeroTP attribute), [1] empty_reference_result (panoptica.utils.edge_case_handling.MetricZeroTPEdgeCaseHandling attribute) evaluate() (panoptica.panoptica_aggregator.Panoptica_Aggregator method) (panoptica.panoptica_evaluator.Panoptica_Evaluator method) evaluate_matched_instance() (in module panoptica.instance_evaluator) EvaluateInstancePair (class in panoptica.utils.processing_pair) Evaluation_List_Metric (class in panoptica.metrics.metrics) Evaluation_Metric (class in panoptica.metrics.metrics) evaluation_metrics (panoptica.panoptica_result.PanopticaResult property) extract_label() (panoptica.utils.label_group.LabelGroup method) F fn() (in module panoptica.panoptica_result) fp() (in module panoptica.panoptica_result) from_file() (panoptica.panoptica_statistics.Panoptica_Statistic class method) from_yaml() (panoptica.utils.config.SupportsConfig class method) (panoptica.utils.config.SupportsConfig method) (panoptica.utils.constants._Enum_Compare class method) (panoptica.utils.constants._Enum_Compare method) G get() (panoptica.panoptica_statistics.Panoptica_Statistic method) get_across_groups() (panoptica.panoptica_statistics.Panoptica_Statistic method) get_list_metric() (panoptica.panoptica_result.PanopticaResult method) get_metric_zero_tp_handle() (panoptica.utils.edge_case_handling.EdgeCaseHandler method), [1] get_one_subject() (panoptica.panoptica_statistics.Panoptica_Statistic method) get_one_to_one_dictionary() (panoptica.utils.instancelabelmap.InstanceLabelMap method), [1] get_pred_labels_matched_to_ref() (panoptica.utils.instancelabelmap.InstanceLabelMap method), [1] get_summary() (panoptica.panoptica_statistics.Panoptica_Statistic method) get_summary_across_groups() (panoptica.panoptica_statistics.Panoptica_Statistic method) get_summary_dict() (panoptica.panoptica_statistics.Panoptica_Statistic method) get_summary_figure() (panoptica.panoptica_statistics.Panoptica_Statistic method) GLOBAL (panoptica.metrics.metrics.MetricType attribute) group (panoptica.utils.parallel_processing.NoDaemonProcess attribute) groupnames (panoptica.panoptica_statistics.Panoptica_Statistic property) H handle_empty_list_std() (panoptica.utils.edge_case_handling.EdgeCaseHandler method), [1] handle_zero_tp() (panoptica.utils.edge_case_handling.EdgeCaseHandler method), [1] has_defined_labels_for() (panoptica.utils.segmentation_class._NoSegmentationClassGroups method) (panoptica.utils.segmentation_class.SegmentationClassGroups method) I increasing (panoptica.metrics.metrics._Metric property) (panoptica.metrics.metrics.Metric property) INF (panoptica.utils.edge_case_handling.EdgeCaseResult attribute), [1] InputType (class in panoptica.utils.processing_pair) INSTANCE (panoptica.metrics.metrics.MetricType attribute) InstanceApproximator (class in panoptica.instance_approximator) InstanceLabelMap (class in panoptica.utils.instancelabelmap) InstanceMatchingAlgorithm (class in panoptica.instance_matcher) IntermediateStepsData (class in panoptica.utils.processing_pair) IOU (panoptica.metrics.metrics.Metric attribute) iou_threshold (panoptica.instance_matcher.NaiveThresholdMatching attribute) is_cropped (panoptica.utils.processing_pair._ProcessingPair attribute) items() (panoptica.utils.segmentation_class.SegmentationClassGroups method) K keys() (panoptica.utils.segmentation_class._NoSegmentationClassGroups method) (panoptica.utils.segmentation_class.SegmentationClassGroups method) kwargs (panoptica.utils.parallel_processing.NoDaemonProcess attribute) L LabelGroup (class in panoptica.utils.label_group) labelmap (panoptica.utils.instancelabelmap.InstanceLabelMap attribute), [1] LabelMergeGroup (class in panoptica.utils.label_group) labels (panoptica.utils.segmentation_class._NoSegmentationClassGroups property) (panoptica.utils.segmentation_class.SegmentationClassGroups property) list_duplicates() (in module panoptica.utils.segmentation_class) list_metrics (panoptica.utils.processing_pair.EvaluateInstancePair attribute), [1] listmetric_zeroTP_handling (panoptica.utils.edge_case_handling.EdgeCaseHandler attribute) (panoptica.utils.edge_case_handling.EdgeCaseHandler property) listmetric_zeroTP_handling() (panoptica.utils.edge_case_handling.EdgeCaseHandler method) load_from_config() (panoptica.utils.config.SupportsConfig class method) (panoptica.utils.config.SupportsConfig method) (panoptica.utils.constants._Enum_Compare class method) (panoptica.utils.constants._Enum_Compare method) load_from_config_name() (panoptica.utils.config.SupportsConfig class method) (panoptica.utils.config.SupportsConfig method) (panoptica.utils.constants._Enum_Compare class method) (panoptica.utils.constants._Enum_Compare method) long_name (panoptica.metrics.metrics._Metric attribute), [1] M make_curve_over_setups() (in module panoptica.panoptica_statistics) make_statistic() (panoptica.panoptica_aggregator.Panoptica_Aggregator method) map_instance_labels() (in module panoptica.instance_matcher) match_instances() (panoptica.instance_matcher.InstanceMatchingAlgorithm method) MATCHED_INSTANCE (panoptica.utils.processing_pair.InputType attribute), [1] matched_instances (panoptica.utils.processing_pair.MatchedInstancePair attribute), [1] MatchedInstancePair (class in panoptica.utils.processing_pair) MATCHING (panoptica.metrics.metrics.MetricType attribute) MatchUntilConvergenceMatching (class in panoptica.instance_matcher) MAX (panoptica.metrics.metrics.MetricMode attribute) max (panoptica.panoptica_statistics.ValueSummary property) MaximizeMergeMatching (class in panoptica.instance_matcher) measure_time() (in module panoptica.utils.timing) Metric (class in panoptica.metrics.metrics) MetricCouldNotBeComputedException MetricMode (class in panoptica.metrics.metrics) metricnames (panoptica.panoptica_statistics.Panoptica_Statistic property) MetricType (class in panoptica.metrics.metrics) MetricZeroTPEdgeCaseHandling (class in panoptica.utils.edge_case_handling) MIN (panoptica.metrics.metrics.MetricMode attribute) min (panoptica.panoptica_statistics.ValueSummary property) missed_prediction_labels (panoptica.utils.processing_pair.MatchedInstancePair attribute), [1] missed_reference_labels (panoptica.utils.processing_pair.MatchedInstancePair attribute), [1] module panoptica.instance_approximator panoptica.instance_evaluator panoptica.instance_matcher panoptica.metrics.assd panoptica.metrics.cldice panoptica.metrics.dice panoptica.metrics.iou panoptica.metrics.metrics panoptica.metrics.relative_volume_difference panoptica.panoptica_aggregator panoptica.panoptica_evaluator panoptica.panoptica_result panoptica.panoptica_statistics panoptica.utils.citation_reminder panoptica.utils.config panoptica.utils.constants panoptica.utils.edge_case_handling panoptica.utils.filepath panoptica.utils.instancelabelmap panoptica.utils.label_group panoptica.utils.numpy_utils panoptica.utils.parallel_processing panoptica.utils.processing_pair panoptica.utils.segmentation_class panoptica.utils.timing N n_dim (panoptica.utils.processing_pair._ProcessingPair attribute), [1] n_matched_instances (panoptica.utils.processing_pair.MatchedInstancePair property) n_prediction_instance (panoptica.utils.processing_pair._ProcessingPairInstanced attribute), [1] n_reference_instance (panoptica.utils.processing_pair._ProcessingPairInstanced attribute), [1] NaiveThresholdMatching (class in panoptica.instance_matcher) name (panoptica.metrics.metrics._Metric attribute), [1] (panoptica.metrics.metrics.Metric property) (panoptica.utils.parallel_processing.NoDaemonProcess attribute) NAN (panoptica.utils.edge_case_handling.EdgeCaseResult attribute), [1] new_combination_score() (panoptica.instance_matcher.MaximizeMergeMatching method) NO_INSTANCES (panoptica.utils.edge_case_handling.EdgeCaseZeroTP attribute), [1] no_instances_result (panoptica.utils.edge_case_handling.MetricZeroTPEdgeCaseHandling attribute) NO_PRINT (panoptica.metrics.metrics.MetricType attribute) NoDaemonProcess (class in panoptica.utils.parallel_processing) NonDaemonicPool (class in panoptica.utils.parallel_processing) None (panoptica.instance_approximator.InstanceApproximator attribute) (panoptica.instance_matcher.InstanceMatchingAlgorithm attribute) NONE (panoptica.utils.edge_case_handling.EdgeCaseResult attribute), [1] NORMAL (panoptica.utils.edge_case_handling.EdgeCaseZeroTP attribute), [1] normal (panoptica.utils.edge_case_handling.MetricZeroTPEdgeCaseHandling attribute) num_pred_instances (panoptica.utils.processing_pair.EvaluateInstancePair attribute), [1] num_ref_instances (panoptica.utils.processing_pair.EvaluateInstancePair attribute), [1] O ONE (panoptica.utils.edge_case_handling.EdgeCaseResult attribute), [1] original_input (panoptica.utils.processing_pair.IntermediateStepsData attribute) original_prediction_arr (panoptica.utils.processing_pair.IntermediateStepsData property) original_reference_arr (panoptica.utils.processing_pair.IntermediateStepsData property) P panoptic_evaluate() (in module panoptica.panoptica_evaluator) panoptica.instance_approximator module panoptica.instance_evaluator module panoptica.instance_matcher module panoptica.metrics.assd module panoptica.metrics.cldice module panoptica.metrics.dice module panoptica.metrics.iou module panoptica.metrics.metrics module panoptica.metrics.relative_volume_difference module panoptica.panoptica_aggregator module panoptica.panoptica_evaluator module panoptica.panoptica_result module panoptica.panoptica_statistics module panoptica.utils.citation_reminder module panoptica.utils.config module panoptica.utils.constants module panoptica.utils.edge_case_handling module panoptica.utils.filepath module panoptica.utils.instancelabelmap module panoptica.utils.label_group module panoptica.utils.numpy_utils module panoptica.utils.parallel_processing module panoptica.utils.processing_pair module panoptica.utils.segmentation_class module panoptica.utils.timing module Panoptica_Aggregator (class in panoptica.panoptica_aggregator) Panoptica_Evaluator (class in panoptica.panoptica_evaluator) panoptica_evaluator (panoptica.panoptica_aggregator.Panoptica_Aggregator property) Panoptica_Statistic (class in panoptica.panoptica_statistics) PanopticaResult (class in panoptica.panoptica_result) plot_box() (in module panoptica.panoptica_statistics) pq() (in module panoptica.panoptica_result) pq_cldsc() (in module panoptica.panoptica_result) pq_dsc() (in module panoptica.panoptica_result) prec() (in module panoptica.panoptica_result) pred_labels (panoptica.utils.processing_pair._ProcessingPair property) prediction_arr (panoptica.utils.processing_pair._ProcessingPair property) (panoptica.utils.processing_pair.EvaluateInstancePair attribute), [1] prediction_arr() (panoptica.utils.processing_pair.IntermediateStepsData method) print_summary() (panoptica.panoptica_statistics.Panoptica_Statistic method) Process (panoptica.utils.parallel_processing.NonDaemonicPool attribute) R rec() (in module panoptica.panoptica_result) ref_labels (panoptica.utils.processing_pair._ProcessingPair property) reference_arr (panoptica.utils.processing_pair._ProcessingPair property) (panoptica.utils.processing_pair.EvaluateInstancePair attribute), [1] reference_arr() (panoptica.utils.processing_pair.IntermediateStepsData method) resulting_metric_keys (panoptica.panoptica_evaluator.Panoptica_Evaluator property) rq() (in module panoptica.panoptica_result) RVD (panoptica.metrics.metrics.Metric attribute) S save_to_config() (panoptica.utils.config.SupportsConfig method), [1] (panoptica.utils.constants._Enum_Compare method), [1] save_to_config_by_name() (panoptica.utils.config.SupportsConfig method), [1] scipy (panoptica.utils.constants.CCABackend attribute) score_beats_threshold() (panoptica.metrics.metrics._Metric method) (panoptica.metrics.metrics.Metric method) search_path() (in module panoptica.utils.filepath) segmentation_class_groups_names (panoptica.panoptica_evaluator.Panoptica_Evaluator property) SegmentationClassGroups (class in panoptica.utils.segmentation_class) SEMANTIC (panoptica.utils.processing_pair.InputType attribute), [1] SemanticPair (class in panoptica.utils.processing_pair) set_dtype() (panoptica.utils.processing_pair._ProcessingPair method) set_log_group_times() (panoptica.panoptica_evaluator.Panoptica_Evaluator method) single_instance (panoptica.utils.label_group._LabelGroupAny property) (panoptica.utils.label_group.LabelGroup attribute) (panoptica.utils.label_group.LabelGroup property) sq() (in module panoptica.panoptica_result) sq_assd() (in module panoptica.panoptica_result) sq_assd_std() (in module panoptica.panoptica_result) sq_cldsc() (in module panoptica.panoptica_result) sq_cldsc_std() (in module panoptica.panoptica_result) sq_dsc() (in module panoptica.panoptica_result) sq_dsc_std() (in module panoptica.panoptica_result) sq_rvd() (in module panoptica.panoptica_result) sq_rvd_std() (in module panoptica.panoptica_result) sq_std() (in module panoptica.panoptica_result) STD (panoptica.metrics.metrics.MetricMode attribute) std (panoptica.panoptica_statistics.ValueSummary property) subjectnames (panoptica.panoptica_statistics.Panoptica_Statistic property) SUM (panoptica.metrics.metrics.MetricMode attribute) SupportsConfig (class in panoptica.utils.config) T target (panoptica.utils.parallel_processing.NoDaemonProcess attribute) to_dict() (panoptica.panoptica_result.PanopticaResult method) to_yaml() (panoptica.utils.config.SupportsConfig class method) (panoptica.utils.config.SupportsConfig method) (panoptica.utils.constants._Enum_Compare class method) (panoptica.utils.constants._Enum_Compare method) tp (panoptica.utils.processing_pair.EvaluateInstancePair attribute), [1] U uncrop_data() (panoptica.utils.processing_pair._ProcessingPair method) uncropped_shape (panoptica.utils.processing_pair._ProcessingPair attribute) UNMATCHED_INSTANCE (panoptica.utils.processing_pair.InputType attribute), [1] UnmatchedInstancePair (class in panoptica.utils.processing_pair) V value (panoptica.utils.edge_case_handling.EdgeCaseResult property) value() (panoptica.utils.edge_case_handling.EdgeCaseResult method) value_labels (panoptica.utils.label_group._LabelGroupAny property) (panoptica.utils.label_group.LabelGroup attribute) (panoptica.utils.label_group.LabelGroup property) values (panoptica.panoptica_statistics.ValueSummary property) ValueSummary (class in panoptica.panoptica_statistics) Z ZERO (panoptica.utils.edge_case_handling.EdgeCaseResult attribute), [1]