Package net.algart.executors.modules.opencv.matrices.ml

Class AbstractMLOperation

java.lang.Object
net.algart.json.PropertyChecker
net.algart.executors.api.ExecutionBlock
net.algart.executors.api.Executor
net.algart.executors.modules.opencv.common.OpenCVExecutor
net.algart.executors.modules.opencv.matrices.ml.AbstractMLOperation
All Implemented Interfaces:
AutoCloseable
Direct Known Subclasses:
AbstractMLPredict, AbstractMLTrain
public abstract class AbstractMLOperation extends OpenCVExecutor

  • Nested Class Summary

    Nested classes/interfaces inherited from class net.algart.executors.api.Executor

    net.algart.executors.api.Executor.SystemParameter, net.algart.executors.api.Executor.Timing

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    static final String
    INPUT_SAMPLES
     
    static final String
    INPUT_TRAINING_RESPONSES
     
    static final int
    MAX_NUMBER_OF_CATEGORICAL_RESPONSES_FOR_CONVERSION_TO_BINARY
     

    Fields inherited from class net.algart.executors.api.Executor

    ENUM_VALUE_OF_NAME_CUSTOM_METHOD, LOG, LOGGABLE_DEBUG, LOGGABLE_INFO, LOGGABLE_TRACE, OUTPUT_EXECUTOR_ID_NAME, OUTPUT_PLATFORM_ID_NAME, OUTPUT_RESOURCE_FOLDER_NAME, STANDARD_VISIBLE_RESULT_PARAMETER_NAME

    Fields inherited from class net.algart.executors.api.ExecutionBlock

    DEFAULT_INPUT_PORT, DEFAULT_OUTPUT_PORT, GLOBAL_SHARED_SESSION_ID, SHOW_INFO_ON_STARTUP

  • Constructor Summary

    Constructors
    Modifier
    Constructor
    Description
    protected
    AbstractMLOperation(MLSamplesType samplesType)
     

  • Method Summary

    Modifier and Type
    Method
    Description
    static org.bytedeco.opencv.opencv_core.Mat
    categoricalToMultiBinaryResponses(org.bytedeco.opencv.opencv_core.Mat categoricalResponses)
     
    static org.bytedeco.opencv.opencv_core.UMat
    categoricalToMultiBinaryResponses(org.bytedeco.opencv.opencv_core.UMat categoricalResponses)
     
    String
    getStatModelFile()
     
    MLSamplesType
    samplesType()
     
    static org.bytedeco.opencv.opencv_core.Mat
    selectIndexesOfMaximalMultiResponses(org.bytedeco.opencv.opencv_core.Mat multiResponses)
     
    static org.bytedeco.opencv.opencv_core.Mat
    selectIndexesOfMaximalMultiResponses(org.bytedeco.opencv.opencv_core.UMat multiResponses)
     
    void
    setStatModelFile(String statModelFile)
     
    Path
    statModelFile()
     

    Methods inherited from class net.algart.executors.modules.opencv.common.OpenCVExecutor

    close, isUseGPU, postprocess, putMat, setMat, setUseGPU, useGPU

    Methods inherited from class net.algart.executors.api.Executor

    addServiceTime, allocatedMemory, allOutputContainers, allParameters, checkOutputNecessary, configAllocatedMemory, debugTime, defaultInputPortName, defaultInputPortName, defaultOutputPortName, defaultOutputPortName, defaultVisibleResultsInformation, disableOnChangeParameterAutomatic, disableOnChangeParametersAutomatic, execute, execute, executorModel, executorModel, executorPlatform, executorResourceFolder, fillSystemOutputs, fineAllocatedMemory, finishTimingOfExecutingAll, freeAllInputPortData, freeAllOutputPortData, freeAllPortData, getCurrentDirectory, getEndProcessingTimeStamp, getServiceTime, getStartProcessingTimeStamp, infoTime, initialize, isCancellingExecutionRequested, isCancellingFurtherExecutionRequested, isMultithreadingEnvironment, isTimingEnabled, isUsingVisibleResultParameter, isVisiblePort, isVisibleResultDisabled, logDebug, logDebug, loggingEnabled, logInfo, logInfo, logTrace, logTrace, onChangeParameter, onChangeParameterAutomatic, parameterControlValueType, parameterJavaType, process, requestCancellingFurtherExecution, requestContinuingFurtherExecution, requestOutput, reset, resetTiming, setCurrentDirectory, setDefaultInputMat, setDefaultInputNumbers, setDefaultInputPort, setDefaultInputScalar, setDefaultOutputMat, setDefaultOutputNumbers, setDefaultOutputPort, setDefaultOutputScalar, setEndProcessingTimeStamp, setMultithreadingEnvironment, setStartProcessingTimeStamp, setTimingEnabled, showStatus, showStatus, skipStandardAutomaticParameters, startTimingOfExecutingAll, status, statusData, toString, translateCurrentDirectory, useVisibleResultParameter, valueOfLogLevel, visibleOutputPortName, visibleResultsInformation

    Methods inherited from class net.algart.executors.api.ExecutionBlock

    addInputData, addInputMat, addInputNumbers, addInputScalar, addOneTimeTaskAfterExecutingAll, addOutputData, addOutputMat, addOutputNumbers, addOutputScalar, addPort, addTaskAfterExecutingAll, addTaskBeforeExecutingAll, afterExecutingAll, allInputPorts, allOneTimeTasksAfterExecutingAll, allOutputPorts, allTasksAfterExecutingAll, allTasksBeforeExecutingAll, availableExecutorModelArray, availableExecutorModelDescriptions, beforeExecutingAll, checkInputNecessary, clearSession, contextPath, getCaller, getContextId, getContextName, getContextPath, getData, getData, getDoubleScalar, getDoubleScalar, getExecutorId, getExecutorModelDescription, getExecutorSpecification, getInputData, getInputData, getInputData, getInputData, getInputDataContainer, getInputDataContainer, getInputMat, getInputMat, getInputMat, getInputMat, getInputMatContainer, getInputMatContainer, getInputNumbers, getInputNumbers, getInputNumbers, getInputNumbers, getInputNumbersContainer, getInputNumbersContainer, getInputPort, getInputScalar, getInputScalar, getInputScalar, getInputScalar, getInputScalarContainer, getInputScalarContainer, getIntScalar, getIntScalar, getLongScalar, getLongScalar, getMat, getMat, getNumbers, getNumbers, getOutputPort, getOwnerId, getPlatformId, getPort, getRequiredInputPort, getRequiredOutputPort, getRootCaller, getScalar, getScalar, getSessionId, getStringScalar, getStringScalar, hasDefaultInputPort, hasDefaultOutputPort, hasInputPort, hasOutputPort, initializeExecutionSystem, interrupt, isAllOutputsNecessary, isClosed, isInputNecessary, isInterrupted, isInterruptionRequested, isOutputNecessary, isReadOnlyInput, isVisibleResultNecessary, needToRepeat, newExecutionBlock, parameters, putDoubleScalar, putDoubleScalar, putIntScalar, putIntScalar, putJsonScalar, putJsonScalar, putLongScalar, putLongScalar, putMat, putMat, putNumbers, putNumbers, putNumbers, putNumbers, putScalar, putScalar, putStringScalar, putStringScalar, recommendedCategory, recommendedName, registerExecutionBlockLoader, removeInputPort, removeOneTimeTaskAfterExecutingAll, removeOutputData, removeOutputPort, removeTaskAfterExecutingAll, removeTaskBeforeExecutingAll, replacePort, setAllOutputsNecessary, setBooleanParameter, setCaller, setContextId, setContextId, setContextName, setContextPath, setDoubleParameter, setInterruptionRequested, setIntParameter, setLongParameter, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalar, setOutputScalarIfNecessary, setOwnerId, setSessionId, setStringParameter, setVisibleResultNecessary

    Methods inherited from class net.algart.json.PropertyChecker

    doubleOrDefault, doubleOrNegativeInfinity, doubleOrNull, doubleOrPositiveInfinity, greaterThan, greaterThan, greaterThan, greaterThan, greaterThan, greaterThan, inRange, inRange, inRange, inRange, inRange, inRange, intOrDefault, intOrNull, longOrDefault, longOrNull, nonEmpty, nonEmpty, nonEmptyTrimmed, nonEmptyTrimmed, nonLessThan, nonLessThan, nonLessThan, nonLessThan, nonLessThan, nonLessThan, nonNegative, nonNegative, nonNegative, nonNegative, nonNegative, nonNegative, nonNull, nonNull, positive, positive, positive, positive, positive, positive, propertyName

    Methods inherited from class java.lang.Object

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

  • Field Details

    • INPUT_SAMPLES

      public static final String INPUT_SAMPLES
      See Also:

    • INPUT_TRAINING_RESPONSES

      public static final String INPUT_TRAINING_RESPONSES
      See Also:

    • MAX_NUMBER_OF_CATEGORICAL_RESPONSES_FOR_CONVERSION_TO_BINARY

      public static final int MAX_NUMBER_OF_CATEGORICAL_RESPONSES_FOR_CONVERSION_TO_BINARY
      See Also:

  • Constructor Details

    • AbstractMLOperation

      protected AbstractMLOperation(MLSamplesType samplesType)

  • Method Details

    • samplesType

      public MLSamplesType samplesType()

    • getStatModelFile

      public String getStatModelFile()

    • setStatModelFile

      public void setStatModelFile(String statModelFile)

    • statModelFile

      public Path statModelFile()

    • categoricalToMultiBinaryResponses

      public static org.bytedeco.opencv.opencv_core.Mat categoricalToMultiBinaryResponses(org.bytedeco.opencv.opencv_core.Mat categoricalResponses)

    • categoricalToMultiBinaryResponses

      public static org.bytedeco.opencv.opencv_core.UMat categoricalToMultiBinaryResponses(org.bytedeco.opencv.opencv_core.UMat categoricalResponses)

    • selectIndexesOfMaximalMultiResponses

      public static org.bytedeco.opencv.opencv_core.Mat selectIndexesOfMaximalMultiResponses(org.bytedeco.opencv.opencv_core.UMat multiResponses)

    • selectIndexesOfMaximalMultiResponses

      public static org.bytedeco.opencv.opencv_core.Mat selectIndexesOfMaximalMultiResponses(org.bytedeco.opencv.opencv_core.Mat multiResponses)