Package rawDeepLearningClassifier.dlClassification.archiveModel

Class ArchiveModelWorker

java.lang.Object
rawDeepLearningClassifier.dlClassification.genericModel.DLModelWorker<StandardPrediction>
rawDeepLearningClassifier.dlClassification.genericModel.GenericModelWorker
rawDeepLearningClassifier.dlClassification.archiveModel.ArchiveModelWorker
Direct Known Subclasses:
DelphinIDWorker, KetosWorker2, KooguModelWorker
public class ArchiveModelWorker extends GenericModelWorker
Runs a Ketos deep learning model and performs feature extraction.

Author:
Jamie Macaulay

  • Constructor Details

    • ArchiveModelWorker

      public ArchiveModelWorker()
      SoundSpotWorker constructor.

  • Method Details

    • prepModel

      public DLStatus prepModel(StandardModelParams dlParams, DLControl dlControl)
      Prepare the model. Note it is important to put a synchonized here or the model loading can fail.
      Overrides:
      prepModel in class GenericModelWorker

    • loadModel

      public org.jamdev.jdl4pam.ArchiveModel loadModel(String currentPath2) throws ai.djl.MalformedModelException, IOException, ai.djl.engine.EngineException
      Load a model from a file
      Parameters:
      currentPath - - the path to the model.
      Throws:
      ai.djl.MalformedModelException
      IOException
      ai.djl.engine.EngineException

    • makeModelParams

      public org.jamdev.jdl4pam.genericmodel.GenericModelParams makeModelParams(String jsonString)
      Create the parameters from a JSON string.
      Parameters:
      jsonString - - the json string.
      Returns:
      the paramters.

    • makeModelResult

      public StandardPrediction makeModelResult(float[] prob, double time)
      Overrides:
      makeModelResult in class GenericModelWorker

    • closeModel

      public void closeModel()
      Destroy the model.
      Overrides:
      closeModel in class GenericModelWorker

    • getModel

      public org.jamdev.jdl4pam.ArchiveModel getModel()
      Get the currently loaded mode.
      Overrides:
      getModel in class GenericModelWorker
      Returns:
      - the currently loaded mode.

    • setModel

      protected void setModel(org.jamdev.jdl4pam.ArchiveModel dlModel)

    • isModelNull

      public boolean isModelNull()
      Description copied from class: DLModelWorker
      Check whether a model is null or not.
      Overrides:
      isModelNull in class GenericModelWorker
      Returns:
      true of the model is null.