reference-automl-images-cli-multilabel-classification.md

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CLI (v2) Automated ML Image Multi-Label Classification job YAML schema	Azure Machine Learning	Reference documentation for the CLI (v2) Automated ML Image Multi-Label Classification job YAML schema.	machine-learning	machine-learning	core	reference	cliv2	ssalgado	ssalgadodev	10/11/2022	rasavage

CLI (v2) Automated ML image multi-Label classification job YAML schema

[!INCLUDE cli v2]

The source JSON schema can be found at https://azuremlsdk2.blob.core.windows.net/preview/0.0.1/autoMLImageClassificationMultilabelJob.schema.json.

[!INCLUDE schema note]

YAML syntax

For information on all the keys in Yaml syntax, see Yaml syntax of image classification task. Here we only describe the keys that have different values as compared to what's specified for image classification task.

Key	Type	Description	Allowed values	Default value
task	const	Required. The type of AutoML task.	image_classification_multilabel	image_classification_multilabel
primary_metric	string	The metric that AutoML will optimize for model selection.	iou	iou

Remarks

The az ml job command can be used for managing Azure Machine Learning jobs.

Examples

Examples are available in the examples GitHub repository. Examples relevant to image multi-label classification job are shown below.

YAML: AutoML image multi-label classification job

:::code language="yaml" source="~/azureml-examples-temp-fix/cli/jobs/automl-standalone-jobs/cli-automl-image-classification-multilabel-task-fridge-items/cli-automl-image-classification-multilabel-task-fridge-items.yml":::

YAML: AutoML image multi-label classification pipeline job

:::code language="yaml" source="~/azureml-examples-temp-fix/cli/jobs/pipelines/automl/image-multilabel-classification-fridge-items-pipeline/pipeline.yml":::

Next steps

• Install and use the CLI (v2)