Class ImageClassificationMultilabel


  • public final class ImageClassificationMultilabel
    extends AutoMLVertical
    Image Classification Multilabel. Multi-label image classification is used when an image could have one or more labels from a set of labels - e.g. an image could be labeled with both 'cat' and 'dog'.
    • Constructor Detail

      • ImageClassificationMultilabel

        public ImageClassificationMultilabel()
    • Method Detail

      • modelSettings

        public ImageModelSettingsClassification modelSettings()
        Get the modelSettings property: Settings used for training the model.
        Returns:
        the modelSettings value.
      • withModelSettings

        public ImageClassificationMultilabel withModelSettings​(ImageModelSettingsClassification modelSettings)
        Set the modelSettings property: Settings used for training the model.
        Parameters:
        modelSettings - the modelSettings value to set.
        Returns:
        the ImageClassificationMultilabel object itself.
      • 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 ImageClassificationMultilabel 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 ImageClassificationMultilabel object itself.
      • limitSettings

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

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

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

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