ImageInstanceSegmentationResponse

data class ImageInstanceSegmentationResponse(val limitSettings: ImageLimitSettingsResponse, val logVerbosity: String? = null, val modelSettings: ImageModelSettingsObjectDetectionResponse? = null, val primaryMetric: String? = null, val searchSpace: List<ImageModelDistributionSettingsObjectDetectionResponse>? = null, val sweepSettings: ImageSweepSettingsResponse? = null, val targetColumnName: String? = null, val taskType: String, val trainingData: MLTableJobInputResponse, val validationData: MLTableJobInputResponse? = null, val validationDataSize: Double? = null)

Image Instance Segmentation. Instance segmentation is used to identify objects in an image at the pixel level, drawing a polygon around each object in the image.

Constructors

Link copied to clipboard
constructor(limitSettings: ImageLimitSettingsResponse, logVerbosity: String? = null, modelSettings: ImageModelSettingsObjectDetectionResponse? = null, primaryMetric: String? = null, searchSpace: List<ImageModelDistributionSettingsObjectDetectionResponse>? = null, sweepSettings: ImageSweepSettingsResponse? = null, targetColumnName: String? = null, taskType: String, trainingData: MLTableJobInputResponse, validationData: MLTableJobInputResponse? = null, validationDataSize: Double? = null)

Types

Link copied to clipboard
object Companion

Properties

Link copied to clipboard

Required Limit settings for the AutoML job.

Link copied to clipboard
val logVerbosity: String? = null

Log verbosity for the job.

Link copied to clipboard

Settings used for training the model.

Link copied to clipboard
val primaryMetric: String? = null

Primary metric to optimize for this task.

Link copied to clipboard

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

Link copied to clipboard

Model sweeping and hyperparameter sweeping related settings.

Link copied to clipboard

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

Link copied to clipboard

AutoMLJob Task type. Expected value is 'ImageInstanceSegmentation'.

Link copied to clipboard

Required Training data input.

Link copied to clipboard

Validation data inputs.

Link copied to clipboard

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.