Class LabelImageRequest (1.8.3)

Version 1.8.3

• 1.11.1 (latest)
• 1.11.0
• 1.10.5
• 1.9.0
• 1.8.3
• 1.7.0
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• 1.5.2
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• 1.3.0
• 1.2.4
• 1.1.0
• 1.0.0
• 0.4.2
• 0.3.0
• 0.2.1

LabelImageRequest(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Request message for starting an image labeling task.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes
Name	Description
image_classification_config	google.cloud.datalabeling_v1beta1.types.ImageClassificationConfig Configuration for image classification task. One of image_classification_config, bounding_poly_config, polyline_config and segmentation_config are required. This field is a member of oneof_ request_config.
bounding_poly_config	google.cloud.datalabeling_v1beta1.types.BoundingPolyConfig Configuration for bounding box and bounding poly task. One of image_classification_config, bounding_poly_config, polyline_config and segmentation_config are required. This field is a member of oneof_ request_config.
polyline_config	google.cloud.datalabeling_v1beta1.types.PolylineConfig Configuration for polyline task. One of image_classification_config, bounding_poly_config, polyline_config and segmentation_config are required. This field is a member of oneof_ request_config.
segmentation_config	google.cloud.datalabeling_v1beta1.types.SegmentationConfig Configuration for segmentation task. One of image_classification_config, bounding_poly_config, polyline_config and segmentation_config are required. This field is a member of oneof_ request_config.
parent	str Required. Name of the dataset to request labeling task, format: projects/{project_id}/datasets/{dataset_id}
basic_config	google.cloud.datalabeling_v1beta1.types.HumanAnnotationConfig Required. Basic human annotation config.
feature	google.cloud.datalabeling_v1beta1.types.LabelImageRequest.Feature Required. The type of image labeling task.

Classes

Feature

Feature(value)

Image labeling task feature.

Values: FEATURE_UNSPECIFIED (0): No description available. CLASSIFICATION (1): Label whole image with one or more of labels. BOUNDING_BOX (2): Label image with bounding boxes for labels. ORIENTED_BOUNDING_BOX (6): Label oriented bounding box. The box does not have to be parallel to horizontal line. BOUNDING_POLY (3): Label images with bounding poly. A bounding poly is a plane figure that is bounded by a finite chain of straight line segments closing in a loop. POLYLINE (4): Label images with polyline. Polyline is formed by connected line segments which are not in closed form. SEGMENTATION (5): Label images with segmentation. Segmentation is different from bounding poly since it is more fine-grained, pixel level annotation.