utils.metrics.base_metric.BaseMetric Class Reference

Inheritance diagram for utils.metrics.base_metric.BaseMetric:

Public Member Functions
	__init__ (self, **kwargs)
	getReduction (self)
	forward (self, model, *args, **kwargs)

Protected Member Functions
	_calcMedian (self, records)
	_calcGMean (self, records, drop_largest=3)
	_getResult (self)

Protected Attributes
	_warmup
	_repeat
	_reduction
	_timer

Detailed Description

Definition at line 5 of file base_metric.py.

Constructor & Destructor Documentation

__init__()

utils.metrics.base_metric.BaseMetric.__init__	(		self,
		**	kwargs
	)

Reimplemented in utils.metrics.base.Base, utils.metrics.detection.Detection, utils.metrics.recognition.Recognition, and utils.metrics.tracking.Tracking.

Definition at line 6 of file base_metric.py.

Member Function Documentation

_calcGMean()

utils.metrics.base_metric.BaseMetric._calcGMean (   self,   records,   drop_largest = 3  )

protected

 Return the geometric mean of records after drop the first drop_largest

Definition at line 23 of file base_metric.py.

Referenced by utils.metrics.base_metric.BaseMetric._getResult().

_calcMedian()

utils.metrics.base_metric.BaseMetric._calcMedian (   self,   records  )

protected

 Return the median of records

Definition at line 13 of file base_metric.py.

Referenced by utils.metrics.base_metric.BaseMetric._getResult().

_getResult()

utils.metrics.base_metric.BaseMetric._getResult (   self )

protected

Definition at line 32 of file base_metric.py.

References utils.metrics.base_metric.BaseMetric._calcGMean(), utils.metrics.base_metric.BaseMetric._calcMedian(), utils.metrics.base_metric.BaseMetric._reduction, and utils.metrics.base_metric.BaseMetric._timer.

Referenced by utils.metrics.tracking.Tracking.forward().

forward()

utils.metrics.base_metric.BaseMetric.forward	(		self,
			model,
		*	args,
		**	kwargs
	)

Reimplemented in utils.metrics.base.Base, utils.metrics.detection.Detection, utils.metrics.recognition.Recognition, and utils.metrics.tracking.Tracking.

Definition at line 44 of file base_metric.py.

getReduction()

utils.metrics.base_metric.BaseMetric.getReduction

(

self

)

Definition at line 41 of file base_metric.py.

References utils.metrics.base_metric.BaseMetric._reduction.

Member Data Documentation

_reduction

utils.metrics.base_metric.BaseMetric._reduction

protected

Definition at line 9 of file base_metric.py.

Referenced by utils.metrics.base_metric.BaseMetric._getResult(), and utils.metrics.base_metric.BaseMetric.getReduction().

_repeat

utils.metrics.base_metric.BaseMetric._repeat

protected

Definition at line 8 of file base_metric.py.

Referenced by utils.metrics.tracking.Tracking.__init__().

_timer

utils.metrics.base_metric.BaseMetric._timer

protected

Definition at line 11 of file base_metric.py.

Referenced by utils.metrics.base_metric.BaseMetric._getResult(), utils.metrics.recognition.Recognition.forward(), and utils.metrics.tracking.Tracking.forward().

_warmup

utils.metrics.base_metric.BaseMetric._warmup

protected

Definition at line 7 of file base_metric.py.

Referenced by utils.metrics.tracking.Tracking.__init__().

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The documentation for this class was generated from the following file:

• opencv_zoo/benchmark/utils/metrics/base_metric.py