Package rawDeepLearningClassifier.dlClassification.koogu

Class KooguClassifier

java.lang.Object

rawDeepLearningClassifier.dlClassification.StandardClassifierModel

rawDeepLearningClassifier.dlClassification.archiveModel.ArchiveModelClassifier

rawDeepLearningClassifier.dlClassification.koogu.KooguClassifier

All Implemented Interfaces:

PamSettings, SettingsNameProvider, DLClassiferModel

public class KooguClassifier
extends ArchiveModelClassifier

Classifier which uses deep learning models from Koogus' framework.

Koogu uses TensorFlow models and packages them inside a zipped .kgu file which contains a standard JSON file for the transforms and a .pb model. Users can select a .kgu file - PAMGaurd will decompress it, find the JSON file, set up the transforms and load the model.

Details on Koogu framework can be found athttps://github.com/shyamblast/Koogu?tab=readme-ov-file

Author:

Jamie Macaulay

Nested Class Summary

Nested classes/interfaces inherited from class rawDeepLearningClassifier.dlClassification.StandardClassifierModel

StandardClassifierModel.TaskThread

Field Summary

Fields

Modifier and Type	Field	Description
static String	MODEL_NAME

Fields inherited from class rawDeepLearningClassifier.dlClassification.StandardClassifierModel

dlControl

Constructor Summary

Constructors

Constructor	Description
KooguClassifier(DLControl dlControl)

Method Summary

Modifier and Type	Method	Description
String[]	getFileExtensions()	Get the file extensions for the model type.
ArchiveModelWorker	getModelWorker()	Get the KetosWorker.
String	getName()	Get the name of the model.

Methods inherited from class rawDeepLearningClassifier.dlClassification.archiveModel.ArchiveModelClassifier

getDLModelSettings, getDLParams, getDLWorker, getKetosParams, getModelUI, getSettingsReference, getSettingsVersion, getUnitName, getUnitType, isModelType, makeParams, restoreSettings, setDLParams

Methods inherited from class rawDeepLearningClassifier.dlClassification.StandardClassifierModel

checkSettingsOK, closeModel, getAllowedDataTypes, getClassNameIDs, getClassNames, getDLControl, getModelStatus, getNumClasses, getRawSettingsPane, isDecision, isModelExtensions, millis2Samples, newResult, prepModel, runModel, setModel

Methods inherited from class java.lang.Object

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

Field Details

MODEL_NAME

public static String MODEL_NAME

Constructor Details

KooguClassifier

public KooguClassifier(DLControl dlControl)

Method Details

getFileExtensions

public String[] getFileExtensions()

Description copied from class: ArchiveModelClassifier

Get the file extensions for the model type.

Overrides:

getFileExtensions in class ArchiveModelClassifier

Returns:

the file extension.

getName

public String getName()

Description copied from interface: DLClassiferModel

Get the name of the model.

Specified by:

getName in interface DLClassiferModel

Overrides:

getName in class ArchiveModelClassifier

Returns:

the name of the model.

getModelWorker

public ArchiveModelWorker getModelWorker()

Description copied from class: ArchiveModelClassifier

Get the KetosWorker. this handles loading and running the Ketos model.

Overrides:

getModelWorker in class ArchiveModelClassifier

Returns:

the Ketos worker.