btk.metrics.detection module

Implementation of detection metrics.

class btk.metrics.detection.DetectionMetric(batch_size: int, *args, **kwargs)

Bases: Metric

Base class for detection metrics.

class btk.metrics.detection.Efficiency(batch_size: int, *args, **kwargs)

Bases: DetectionMetric

Efficiency class metric.

aggregate() → ndarray

Aggregate efficiency matrices over multiple batches.

class btk.metrics.detection.F1(batch_size: int, *args, **kwargs)

Bases: Precision

F1 class metric.

class btk.metrics.detection.Precision(batch_size: int, *args, **kwargs)

Bases: DetectionMetric

Precision class metric.

class btk.metrics.detection.Recall(batch_size: int, *args, **kwargs)

Bases: Precision

Recall class metric.