Index

A

add_confidence_from_max_iou() (in module playground_metrics.utils.iou_utils) as_boxes() (in module playground_metrics.utils.geometry)

as_points() (in module playground_metrics.utils.geometry) average_precision_per_class (playground_metrics.map_metric.MeanAveragePrecisionMetric attribute)

C

compute() (Metric method) (playground_metrics.map_metric.MeanAveragePrecisionMetric method) (playground_metrics.metrics_helper.mean_fbeta.MeanFBetaAtThresholds method) compute_similarity_matrix() (playground_metrics.match_detections.MatchEngineBase method) (playground_metrics.match_detections.MatchEngineConstantBox method) (playground_metrics.match_detections.MatchEngineEuclideanDistance method) (playground_metrics.match_detections.MatchEngineIoU method) (playground_metrics.match_detections.MatchEnginePointInBox method)

convert_to_bounding_box() (in module playground_metrics.utils.conversion) convert_to_point() (in module playground_metrics.utils.conversion) convert_to_polygon() (in module playground_metrics.utils.conversion)

E

enforce_point() (in module playground_metrics.utils.geometry) enforce_polygon() (in module playground_metrics.utils.geometry)

enforce_type() (in module playground_metrics.utils.geometry) euclidean_distance() (in module playground_metrics.utils.geometry)

G

GEOMETRYCOLLECTION (playground_metrics.utils.geometry.GeometryType attribute) GeometryType (class in playground_metrics.utils.geometry)

get_type_and_convert() (in module playground_metrics.utils.conversion) ground_truth_labels (playground_metrics.map_metric.MeanAveragePrecisionMetric property)

I

intersection_over_union() (in module playground_metrics.utils.geometry)

is_type() (in module playground_metrics.utils.geometry)

L

LINEARRING (playground_metrics.utils.geometry.GeometryType attribute)

LINESTRING (playground_metrics.utils.geometry.GeometryType attribute)

M

mAP (playground_metrics.map_metric.MeanAveragePrecisionMetric attribute) match() (playground_metrics.match_detections.MatchEngineBase method) match_algorithm (playground_metrics.match_detections.MatchEngineBase attribute) match_engine (playground_metrics.map_metric.MeanAveragePrecisionMetric attribute) MatchEngineBase (class in playground_metrics.match_detections) MatchEngineConstantBox (class in playground_metrics.match_detections) MatchEngineEuclideanDistance (class in playground_metrics.match_detections) MatchEngineIoU (class in playground_metrics.match_detections) MatchEnginePointInBox (class in playground_metrics.match_detections) MeanAveragePrecisionMetric (class in playground_metrics.map_metric) MeanFBetaAtThresholds (class in playground_metrics.metrics_helper.mean_fbeta)

Metric (built-in class) module playground_metrics.map_metric playground_metrics.match_detections playground_metrics.metrics_helper.mean_fbeta playground_metrics.utils.conversion playground_metrics.utils.geometry playground_metrics.utils.iou_utils MULTILINESTRING (playground_metrics.utils.geometry.GeometryType attribute) MULTIPOINT (playground_metrics.utils.geometry.GeometryType attribute) MULTIPOLYGON (playground_metrics.utils.geometry.GeometryType attribute)

N

NONE (playground_metrics.utils.geometry.GeometryType attribute) number_false_detection_per_class (playground_metrics.map_metric.MeanAveragePrecisionMetric attribute)

number_found_ground_truth_per_class (playground_metrics.map_metric.MeanAveragePrecisionMetric attribute) number_missed_ground_truth_per_class (playground_metrics.map_metric.MeanAveragePrecisionMetric attribute) number_true_detection_per_class (playground_metrics.map_metric.MeanAveragePrecisionMetric attribute)

P

playground_metrics.map_metric module playground_metrics.match_detections module playground_metrics.metrics_helper.mean_fbeta module playground_metrics.utils.conversion module

playground_metrics.utils.geometry module playground_metrics.utils.iou_utils module POINT (playground_metrics.utils.geometry.GeometryType attribute) point_to_box() (in module playground_metrics.utils.geometry) POLYGON (playground_metrics.utils.geometry.GeometryType attribute) precision_per_class (playground_metrics.map_metric.MeanAveragePrecisionMetric attribute)

R

recall_per_class (playground_metrics.map_metric.MeanAveragePrecisionMetric attribute) reset() (Metric method) (playground_metrics.map_metric.MeanAveragePrecisionMetric method) (playground_metrics.metrics_helper.mean_fbeta.MeanFBetaAtThresholds method)

S

score (playground_metrics.metrics_helper.mean_fbeta.MeanFBetaAtThresholds attribute)

T

threshold (playground_metrics.map_metric.MeanAveragePrecisionMetric property) (playground_metrics.match_detections.MatchEngineEuclideanDistance property) trim_similarity_matrix() (playground_metrics.match_detections.MatchEngineBase method) (playground_metrics.match_detections.MatchEngineEuclideanDistance method) (playground_metrics.match_detections.MatchEngineIoU method) (playground_metrics.match_detections.MatchEnginePointInBox method)

U

update() (Metric method) (playground_metrics.map_metric.MeanAveragePrecisionMetric method) (playground_metrics.metrics_helper.mean_fbeta.MeanFBetaAtThresholds method)