Package rawDeepLearningClassifier.dlClassification.ketos

Class KetosWorker

java.lang.Object

rawDeepLearningClassifier.dlClassification.genericModel.DLModelWorker<StandardPrediction>

rawDeepLearningClassifier.dlClassification.ketos.KetosWorker

public class KetosWorker
extends DLModelWorker<StandardPrediction>

Runs a Ketos deep learning model and performs feature extraction.

Author:

Jamie Macaulay

Field Summary

Fields inherited from class rawDeepLearningClassifier.dlClassification.genericModel.DLModelWorker

MAX_QUEUE_SIZE

Constructor Summary

Constructors

Constructor	Description
KetosWorker()	SoundSpotWorker constructor.

Method Summary

Modifier and Type	Method	Description
void	closeModel()	Destroy the model.
org.jamdev.jdl4pam.ketos.KetosModel	getModel()	Get the currently loaded mode.
boolean	isModelNull()	Check whether a model is null or not.
KetosResult	makeModelResult(float[] prob, double time)
DLStatus	prepModel(StandardModelParams ketosDLParams, DLControl dlControl)	Prepare the model
float[]	runModel(float[][][] transformedDataStack)

Methods inherited from class rawDeepLearningClassifier.dlClassification.genericModel.DLModelWorker

dataUnits2ModelInput, getModelTransforms, isEnableSoftMax, model2DLTransforms, runModel, setEnableSoftMax, setModelTransforms

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

KetosWorker

public KetosWorker()

SoundSpotWorker constructor.

Method Details

prepModel

public DLStatus prepModel(StandardModelParams ketosDLParams,
 DLControl dlControl)

Prepare the model

Specified by:

prepModel in class DLModelWorker<StandardPrediction>

Returns:

runModel

public float[] runModel(float[][][] transformedDataStack)

Specified by:

runModel in class DLModelWorker<StandardPrediction>

makeModelResult

public KetosResult makeModelResult(float[] prob,
 double time)

Specified by:

makeModelResult in class DLModelWorker<StandardPrediction>

closeModel

public void closeModel()

Destroy the model.

Specified by:

closeModel in class DLModelWorker<StandardPrediction>

getModel

public org.jamdev.jdl4pam.ketos.KetosModel getModel()

Get the currently loaded mode.

Returns:

- the currently loaded mode.

isModelNull

public boolean isModelNull()

Description copied from class: DLModelWorker

Check whether a model is null or not.

Specified by:

isModelNull in class DLModelWorker<StandardPrediction>

Returns:

true of the model is null.