Package com.azure.resourcemanager.machinelearning.models

Class ImageVertical

  • Direct Known Subclasses:
    ImageClassificationBase, ImageObjectDetectionBase
    public class ImageVertical
extends Object
    Abstract class for AutoML tasks that train image (computer vision) models - such as Image Classification / Image Classification Multilabel / Image Object Detection / Image Instance Segmentation.

    • Constructor Detail

      • ImageVertical

        public ImageVertical()

    • Method Detail

      • dataSettings

        public ImageVerticalDataSettings dataSettings()
        Get the dataSettings property: [Required] Collection of registered Tabular Dataset Ids and other data settings required for training and validating models.
        Returns:
        the dataSettings value.

      • withDataSettings

        public ImageVertical withDataSettings​(ImageVerticalDataSettings dataSettings)
        Set the dataSettings property: [Required] Collection of registered Tabular Dataset Ids and other data settings required for training and validating models.
        Parameters:
        dataSettings - the dataSettings value to set.
        Returns:
        the ImageVertical object itself.

      • limitSettings

        public ImageLimitSettings limitSettings()
        Get the limitSettings property: [Required] Limit settings for the AutoML job.
        Returns:
        the limitSettings value.

      • withLimitSettings

        public ImageVertical withLimitSettings​(ImageLimitSettings limitSettings)
        Set the limitSettings property: [Required] Limit settings for the AutoML job.
        Parameters:
        limitSettings - the limitSettings value to set.
        Returns:
        the ImageVertical object itself.

      • sweepSettings

        public ImageSweepSettings sweepSettings()
        Get the sweepSettings property: Model sweeping and hyperparameter sweeping related settings.
        Returns:
        the sweepSettings value.

      • withSweepSettings

        public ImageVertical withSweepSettings​(ImageSweepSettings sweepSettings)
        Set the sweepSettings property: Model sweeping and hyperparameter sweeping related settings.
        Parameters:
        sweepSettings - the sweepSettings value to set.
        Returns:
        the ImageVertical object itself.

      • validate

        public void validate()
        Validates the instance.
        Throws:
        IllegalArgumentException - thrown if the instance is not valid.