Package com.pulumi.azurenative.machinelearningservices.inputs

Class ImageObjectDetectionArgs.Builder

java.lang.Object

com.pulumi.azurenative.machinelearningservices.inputs.ImageObjectDetectionArgs.Builder

Enclosing class:

ImageObjectDetectionArgs

public static final class ImageObjectDetectionArgs.Builder
extends java.lang.Object

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(ImageObjectDetectionArgs defaults)

Method Summary

Modifier and Type	Method	Description
ImageObjectDetectionArgs	build()
ImageObjectDetectionArgs.Builder	limitSettings(ImageLimitSettingsArgs limitSettings)
ImageObjectDetectionArgs.Builder	limitSettings(com.pulumi.core.Output<ImageLimitSettingsArgs> limitSettings)
ImageObjectDetectionArgs.Builder	logVerbosity(LogVerbosity logVerbosity)
ImageObjectDetectionArgs.Builder	logVerbosity(com.pulumi.core.Either<java.lang.String,LogVerbosity> logVerbosity)
ImageObjectDetectionArgs.Builder	logVerbosity(com.pulumi.core.Output<com.pulumi.core.Either<java.lang.String,LogVerbosity>> logVerbosity)
ImageObjectDetectionArgs.Builder	logVerbosity(java.lang.String logVerbosity)
ImageObjectDetectionArgs.Builder	modelSettings(ImageModelSettingsObjectDetectionArgs modelSettings)
ImageObjectDetectionArgs.Builder	modelSettings(com.pulumi.core.Output<ImageModelSettingsObjectDetectionArgs> modelSettings)
ImageObjectDetectionArgs.Builder	primaryMetric(ObjectDetectionPrimaryMetrics primaryMetric)
ImageObjectDetectionArgs.Builder	primaryMetric(com.pulumi.core.Either<java.lang.String,ObjectDetectionPrimaryMetrics> primaryMetric)
ImageObjectDetectionArgs.Builder	primaryMetric(com.pulumi.core.Output<com.pulumi.core.Either<java.lang.String,ObjectDetectionPrimaryMetrics>> primaryMetric)
ImageObjectDetectionArgs.Builder	primaryMetric(java.lang.String primaryMetric)
ImageObjectDetectionArgs.Builder	searchSpace(ImageModelDistributionSettingsObjectDetectionArgs... searchSpace)
ImageObjectDetectionArgs.Builder	searchSpace(com.pulumi.core.Output<java.util.List<ImageModelDistributionSettingsObjectDetectionArgs>> searchSpace)
ImageObjectDetectionArgs.Builder	searchSpace(java.util.List<ImageModelDistributionSettingsObjectDetectionArgs> searchSpace)
ImageObjectDetectionArgs.Builder	sweepSettings(ImageSweepSettingsArgs sweepSettings)
ImageObjectDetectionArgs.Builder	sweepSettings(com.pulumi.core.Output<ImageSweepSettingsArgs> sweepSettings)
ImageObjectDetectionArgs.Builder	targetColumnName(com.pulumi.core.Output<java.lang.String> targetColumnName)
ImageObjectDetectionArgs.Builder	targetColumnName(java.lang.String targetColumnName)
ImageObjectDetectionArgs.Builder	taskType(com.pulumi.core.Output<java.lang.String> taskType)
ImageObjectDetectionArgs.Builder	taskType(java.lang.String taskType)
ImageObjectDetectionArgs.Builder	trainingData(MLTableJobInputArgs trainingData)
ImageObjectDetectionArgs.Builder	trainingData(com.pulumi.core.Output<MLTableJobInputArgs> trainingData)
ImageObjectDetectionArgs.Builder	validationData(MLTableJobInputArgs validationData)
ImageObjectDetectionArgs.Builder	validationData(com.pulumi.core.Output<MLTableJobInputArgs> validationData)
ImageObjectDetectionArgs.Builder	validationDataSize(com.pulumi.core.Output<java.lang.Double> validationDataSize)
ImageObjectDetectionArgs.Builder	validationDataSize(java.lang.Double validationDataSize)

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Builder

public Builder(ImageObjectDetectionArgs defaults)

Method Detail

limitSettings

public ImageObjectDetectionArgs.Builder limitSettings(com.pulumi.core.Output<ImageLimitSettingsArgs> limitSettings)

Parameters:

limitSettings - [Required] Limit settings for the AutoML job.

Returns:

builder

limitSettings

public ImageObjectDetectionArgs.Builder limitSettings(ImageLimitSettingsArgs limitSettings)

Parameters:

limitSettings - [Required] Limit settings for the AutoML job.

Returns:

builder

logVerbosity

public ImageObjectDetectionArgs.Builder logVerbosity(@Nullable
                                                     com.pulumi.core.Output<com.pulumi.core.Either<java.lang.String,LogVerbosity>> logVerbosity)

Parameters:

logVerbosity - Log verbosity for the job.

Returns:

builder

logVerbosity

public ImageObjectDetectionArgs.Builder logVerbosity(com.pulumi.core.Either<java.lang.String,LogVerbosity> logVerbosity)

Parameters:

logVerbosity - Log verbosity for the job.

Returns:

builder

logVerbosity

public ImageObjectDetectionArgs.Builder logVerbosity(java.lang.String logVerbosity)

Parameters:

logVerbosity - Log verbosity for the job.

Returns:

builder

logVerbosity

public ImageObjectDetectionArgs.Builder logVerbosity(LogVerbosity logVerbosity)

Parameters:

logVerbosity - Log verbosity for the job.

Returns:

builder

modelSettings

public ImageObjectDetectionArgs.Builder modelSettings(@Nullable
                                                      com.pulumi.core.Output<ImageModelSettingsObjectDetectionArgs> modelSettings)

Parameters:

modelSettings - Settings used for training the model.

Returns:

builder

modelSettings

public ImageObjectDetectionArgs.Builder modelSettings(ImageModelSettingsObjectDetectionArgs modelSettings)

Parameters:

modelSettings - Settings used for training the model.

Returns:

builder

primaryMetric

public ImageObjectDetectionArgs.Builder primaryMetric(@Nullable
                                                      com.pulumi.core.Output<com.pulumi.core.Either<java.lang.String,ObjectDetectionPrimaryMetrics>> primaryMetric)

Parameters:

primaryMetric - Primary metric to optimize for this task.

Returns:

builder

primaryMetric

public ImageObjectDetectionArgs.Builder primaryMetric(com.pulumi.core.Either<java.lang.String,ObjectDetectionPrimaryMetrics> primaryMetric)

Parameters:

primaryMetric - Primary metric to optimize for this task.

Returns:

builder

primaryMetric

public ImageObjectDetectionArgs.Builder primaryMetric(java.lang.String primaryMetric)

Parameters:

primaryMetric - Primary metric to optimize for this task.

Returns:

builder

primaryMetric

public ImageObjectDetectionArgs.Builder primaryMetric(ObjectDetectionPrimaryMetrics primaryMetric)

Parameters:

primaryMetric - Primary metric to optimize for this task.

Returns:

builder

searchSpace

public ImageObjectDetectionArgs.Builder searchSpace(@Nullable
                                                    com.pulumi.core.Output<java.util.List<ImageModelDistributionSettingsObjectDetectionArgs>> searchSpace)

Parameters:

searchSpace - Search space for sampling different combinations of models and their hyperparameters.

Returns:

builder

searchSpace

public ImageObjectDetectionArgs.Builder searchSpace(java.util.List<ImageModelDistributionSettingsObjectDetectionArgs> searchSpace)

Parameters:

searchSpace - Search space for sampling different combinations of models and their hyperparameters.

Returns:

builder

searchSpace

public ImageObjectDetectionArgs.Builder searchSpace(ImageModelDistributionSettingsObjectDetectionArgs... searchSpace)

Parameters:

searchSpace - Search space for sampling different combinations of models and their hyperparameters.

Returns:

builder

sweepSettings

public ImageObjectDetectionArgs.Builder sweepSettings(@Nullable
                                                      com.pulumi.core.Output<ImageSweepSettingsArgs> sweepSettings)

Parameters:

sweepSettings - Model sweeping and hyperparameter sweeping related settings.

Returns:

builder

sweepSettings

public ImageObjectDetectionArgs.Builder sweepSettings(ImageSweepSettingsArgs sweepSettings)

Parameters:

sweepSettings - Model sweeping and hyperparameter sweeping related settings.

Returns:

builder

targetColumnName

public ImageObjectDetectionArgs.Builder targetColumnName(@Nullable
                                                         com.pulumi.core.Output<java.lang.String> targetColumnName)

Parameters:

targetColumnName - Target column name: This is prediction values column. Also known as label column name in context of classification tasks.

Returns:

builder

targetColumnName

public ImageObjectDetectionArgs.Builder targetColumnName(java.lang.String targetColumnName)

Parameters:

targetColumnName - Target column name: This is prediction values column. Also known as label column name in context of classification tasks.

Returns:

builder

taskType

public ImageObjectDetectionArgs.Builder taskType(com.pulumi.core.Output<java.lang.String> taskType)

Parameters:

taskType - AutoMLJob Task type. Expected value is 'ImageObjectDetection'.

Returns:

builder

taskType

public ImageObjectDetectionArgs.Builder taskType(java.lang.String taskType)

Parameters:

taskType - AutoMLJob Task type. Expected value is 'ImageObjectDetection'.

Returns:

builder

trainingData

public ImageObjectDetectionArgs.Builder trainingData(com.pulumi.core.Output<MLTableJobInputArgs> trainingData)

Parameters:

trainingData - [Required] Training data input.

Returns:

builder

trainingData

public ImageObjectDetectionArgs.Builder trainingData(MLTableJobInputArgs trainingData)

Parameters:

trainingData - [Required] Training data input.

Returns:

builder

validationData

public ImageObjectDetectionArgs.Builder validationData(@Nullable
                                                       com.pulumi.core.Output<MLTableJobInputArgs> validationData)

Parameters:

validationData - Validation data inputs.

Returns:

builder

validationData

public ImageObjectDetectionArgs.Builder validationData(MLTableJobInputArgs validationData)

Parameters:

validationData - Validation data inputs.

Returns:

builder

validationDataSize

public ImageObjectDetectionArgs.Builder validationDataSize(@Nullable
                                                           com.pulumi.core.Output<java.lang.Double> validationDataSize)

Parameters:

validationDataSize - The fraction of training dataset that needs to be set aside for validation purpose. Values between (0.0 , 1.0) Applied when validation dataset is not provided.

Returns:

builder

validationDataSize

public ImageObjectDetectionArgs.Builder validationDataSize(java.lang.Double validationDataSize)

Parameters:

validationDataSize - The fraction of training dataset that needs to be set aside for validation purpose. Values between (0.0 , 1.0) Applied when validation dataset is not provided.

Returns:

builder

build

public ImageObjectDetectionArgs build()