Playground metrics API
The API is accessible from the map_metric and match_detections
module.
For more information on the role of each module see Computation of mAP.
For a basic usage example, please see
Modules
The match_detections module exposes the matching API used by
map_metric.
Main modules
- playground_metrics.map_metric
- Usage
- API doc
MeanAveragePrecisionMetricMeanAveragePrecisionMetric.mAPMeanAveragePrecisionMetric.average_precision_per_classMeanAveragePrecisionMetric.precision_per_classMeanAveragePrecisionMetric.recall_per_classMeanAveragePrecisionMetric.number_true_detection_per_classMeanAveragePrecisionMetric.number_false_detection_per_classMeanAveragePrecisionMetric.number_found_ground_truth_per_classMeanAveragePrecisionMetric.number_missed_ground_truth_per_classMeanAveragePrecisionMetric.match_engineMeanAveragePrecisionMetric.thresholdMeanAveragePrecisionMetric.ground_truth_labelsMeanAveragePrecisionMetric.update()MeanAveragePrecisionMetric.compute()MeanAveragePrecisionMetric.reset()
- playground_metrics.match_detections
Helper modules
Helper modules are a collection of classes and functions which extends the functionality of the main mAP computer.
Utils
The Utils section exposes classes and functions used by either of the mentioned modules in their computation which may be useful to understand the scoring algorithm.