Package rawDeepLearningClassifier.dlClassification.delphinID

Class DelphinIDWorker

java.lang.Object

rawDeepLearningClassifier.dlClassification.genericModel.DLModelWorker<StandardPrediction>

rawDeepLearningClassifier.dlClassification.genericModel.GenericModelWorker

rawDeepLearningClassifier.dlClassification.archiveModel.ArchiveModelWorker

rawDeepLearningClassifier.dlClassification.delphinID.DelphinIDWorker

Direct Known Subclasses:

DelphinIDWhistleTest.DelphinIDWorkerTest

public class DelphinIDWorker
extends ArchiveModelWorker

The delphinID worker. This worker has two additional tasks compared to it's parent class.

• Read the the JSON parameters that transform that converts a group of clicks or whistles to a transform
• Insert the custon transform at the start of the transforms list before data are transformed

Author:

Jamie Macaulay

Field Summary

Fields inherited from class rawDeepLearningClassifier.dlClassification.genericModel.DLModelWorker

MAX_QUEUE_SIZE

Constructor Summary

Constructors

Constructor	Description
DelphinIDWorker()

Method Summary

Modifier and Type	Method	Description
float[][][]	dataUnits2ModelInput(ArrayList<? extends PamDataUnit> dataUnits, float sampleRate, int iChan)	Convert a list of data units to a stack if images.
DelphinIDTransform	getWhistleTransform()	Get the whislte to image parameters.
DLStatus	prepModel(StandardModelParams dlParams, DLControl dlControl)	Prepare the model.

Methods inherited from class rawDeepLearningClassifier.dlClassification.archiveModel.ArchiveModelWorker

closeModel, getModel, isModelNull, loadModel, makeModelParams, makeModelResult, setModel

Methods inherited from class rawDeepLearningClassifier.dlClassification.genericModel.GenericModelWorker

runModel, setWaveFreqModel

Methods inherited from class rawDeepLearningClassifier.dlClassification.genericModel.DLModelWorker

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

DelphinIDWorker

public DelphinIDWorker()

Method Details

getWhistleTransform

public DelphinIDTransform getWhistleTransform()

Get the whislte to image parameters.

Returns:

prepModel

public DLStatus prepModel(StandardModelParams dlParams,
 DLControl dlControl)

Description copied from class: ArchiveModelWorker

Prepare the model. Note it is important to put a synchonized here or the model loading can fail.

Overrides:

prepModel in class ArchiveModelWorker

dataUnits2ModelInput

public float[][][] dataUnits2ModelInput(ArrayList<? extends PamDataUnit> dataUnits,
 float sampleRate,
 int iChan)

Description copied from class: DLModelWorker

Convert a list of data units to a stack if images.

Overrides:

dataUnits2ModelInput in class DLModelWorker<StandardPrediction>

Parameters:

dataUnits - - the data units.

sampleRate - - the sample rate

iChan - - the channels

Returns:

a stack of images for input into a deep learning model.