Module gapi_grpc::google::cloud::datalabeling::v1beta1

Modules

annotated_dataset_metadata
annotation_value
confusion_matrix
data_item
data_labeling_service_client	Generated client implementations.
evaluation_config
evaluation_job
evaluation_job_config
evaluation_metrics
example
image_bounding_poly_annotation
image_polyline_annotation
input_config
label_image_request
label_operation_metadata
label_text_request
label_video_request
object_tracking_frame
output_config
pr_curve
search_example_comparisons_response
video_classification_config

Structs

AnnotatedDataset	AnnotatedDataset is a set holding annotations for data in a Dataset. Each labeling task will generate an AnnotatedDataset under the Dataset that the task is requested for.
AnnotatedDatasetMetadata	Metadata on AnnotatedDataset.
Annotation	Annotation for Example. Each example may have one or more annotations. For example in image classification problem, each image might have one or more labels. We call labels binded with this image an Annotation.
AnnotationMetadata	Additional information associated with the annotation.
AnnotationSpec	Container of information related to one possible annotation that can be used in a labeling task. For example, an image classification task where images are labeled as dog or cat must reference an AnnotationSpec for dog and an AnnotationSpec for cat.
AnnotationSpecSet	An AnnotationSpecSet is a collection of label definitions. For example, in image classification tasks, you define a set of possible labels for images as an AnnotationSpecSet. An AnnotationSpecSet is immutable upon creation.
AnnotationValue	Annotation value for an example.
Attempt	Records a failed evaluation job run.
BigQuerySource	The BigQuery location for input data. If used in an [EvaluationJob][google.cloud.datalabeling.v1beta1.EvaluationJob], this is where the service saves the prediction input and output sampled from the model version.
BoundingBoxEvaluationOptions	Options regarding evaluation between bounding boxes.
BoundingPoly	A bounding polygon in the image.
BoundingPolyConfig	Config for image bounding poly (and bounding box) human labeling task.
ClassificationMetadata	Metadata for classification annotations.
ClassificationMetrics	Metrics calculated for a classification model.
ConfusionMatrix	Confusion matrix of the model running the classification. Only applicable when the metrics entry aggregates multiple labels. Not applicable when the entry is for a single label.
CreateAnnotationSpecSetRequest	Request message for CreateAnnotationSpecSet.
CreateDatasetRequest	Request message for CreateDataset.
CreateEvaluationJobRequest	Request message for CreateEvaluationJob.
CreateInstructionMetadata	Metadata of a CreateInstruction operation.
CreateInstructionRequest	Request message for CreateInstruction.
CsvInstruction	Deprecated: this instruction format is not supported any more. Instruction from a CSV file.
DataItem	DataItem is a piece of data, without annotation. For example, an image.
Dataset	Dataset is the resource to hold your data. You can request multiple labeling tasks for a dataset while each one will generate an AnnotatedDataset.
DeleteAnnotatedDatasetRequest	Request message for DeleteAnnotatedDataset.
DeleteAnnotationSpecSetRequest	Request message for DeleteAnnotationSpecSet.
DeleteDatasetRequest	Request message for DeleteDataset.
DeleteEvaluationJobRequest	Request message DeleteEvaluationJob.
DeleteInstructionRequest	Request message for DeleteInstruction.
Evaluation	Describes an evaluation between a machine learning model’s predictions and ground truth labels. Created when an [EvaluationJob][google.cloud.datalabeling.v1beta1.EvaluationJob] runs successfully.
EvaluationConfig	Configuration details used for calculating evaluation metrics and creating an [Evaluation][google.cloud.datalabeling.v1beta1.Evaluation].
EvaluationJob	Defines an evaluation job that runs periodically to generate [Evaluations][google.cloud.datalabeling.v1beta1.Evaluation]. Creating an evaluation job is the starting point for using continuous evaluation.
EvaluationJobAlertConfig	Provides details for how an evaluation job sends email alerts based on the results of a run.
EvaluationJobConfig	Configures specific details of how a continuous evaluation job works. Provide this configuration when you create an EvaluationJob.
EvaluationMetrics
EventConfig	Config for video event human labeling task.
Example	An Example is a piece of data and its annotation. For example, an image with label “house”.
ExportDataOperationMetadata	Metadata of an ExportData operation.
ExportDataOperationResponse	Response used for ExportDataset longrunning operation.
ExportDataRequest	Request message for ExportData API.
GcsDestination	Export destination of the data.Only gcs path is allowed in output_uri.
GcsFolderDestination	Export folder destination of the data.
GcsSource	Source of the Cloud Storage file to be imported.
GetAnnotatedDatasetRequest	Request message for GetAnnotatedDataset.
GetAnnotationSpecSetRequest	Request message for GetAnnotationSpecSet.
GetDataItemRequest	Request message for GetDataItem.
GetDatasetRequest	Request message for GetDataSet.
GetEvaluationJobRequest	Request message for GetEvaluationJob.
GetEvaluationRequest	Request message for GetEvaluation.
GetExampleRequest	Request message for GetExample
GetInstructionRequest	Request message for GetInstruction.
HumanAnnotationConfig	Configuration for how human labeling task should be done.
ImageBoundingPolyAnnotation	Image bounding poly annotation. It represents a polygon including bounding box in the image.
ImageClassificationAnnotation	Image classification annotation definition.
ImageClassificationConfig	Config for image classification human labeling task.
ImagePayload	Container of information about an image.
ImagePolylineAnnotation	A polyline for the image annotation.
ImageSegmentationAnnotation	Image segmentation annotation.
ImportDataOperationMetadata	Metadata of an ImportData operation.
ImportDataOperationResponse	Response used for ImportData longrunning operation.
ImportDataRequest	Request message for ImportData API.
InputConfig	The configuration of input data, including data type, location, etc.
Instruction	Instruction of how to perform the labeling task for human operators. Currently only PDF instruction is supported.
LabelImageBoundingBoxOperationMetadata	Details of a LabelImageBoundingBox operation metadata.
LabelImageBoundingPolyOperationMetadata	Details of LabelImageBoundingPoly operation metadata.
LabelImageClassificationOperationMetadata	Metadata of a LabelImageClassification operation.
LabelImageOrientedBoundingBoxOperationMetadata	Details of a LabelImageOrientedBoundingBox operation metadata.
LabelImagePolylineOperationMetadata	Details of LabelImagePolyline operation metadata.
LabelImageRequest	Request message for starting an image labeling task.
LabelImageSegmentationOperationMetadata	Details of a LabelImageSegmentation operation metadata.
LabelOperationMetadata	Metadata of a labeling operation, such as LabelImage or LabelVideo. Next tag: 20
LabelStats	Statistics about annotation specs.
LabelTextClassificationOperationMetadata	Details of a LabelTextClassification operation metadata.
LabelTextEntityExtractionOperationMetadata	Details of a LabelTextEntityExtraction operation metadata.
LabelTextRequest	Request message for LabelText.
LabelVideoClassificationOperationMetadata	Details of a LabelVideoClassification operation metadata.
LabelVideoEventOperationMetadata	Details of a LabelVideoEvent operation metadata.
LabelVideoObjectDetectionOperationMetadata	Details of a LabelVideoObjectDetection operation metadata.
LabelVideoObjectTrackingOperationMetadata	Details of a LabelVideoObjectTracking operation metadata.
LabelVideoRequest	Request message for LabelVideo.
ListAnnotatedDatasetsRequest	Request message for ListAnnotatedDatasets.
ListAnnotatedDatasetsResponse	Results of listing annotated datasets for a dataset.
ListAnnotationSpecSetsRequest	Request message for ListAnnotationSpecSets.
ListAnnotationSpecSetsResponse	Results of listing annotation spec set under a project.
ListDataItemsRequest	Request message for ListDataItems.
ListDataItemsResponse	Results of listing data items in a dataset.
ListDatasetsRequest	Request message for ListDataset.
ListDatasetsResponse	Results of listing datasets within a project.
ListEvaluationJobsRequest	Request message for ListEvaluationJobs.
ListEvaluationJobsResponse	Results for listing evaluation jobs.
ListExamplesRequest	Request message for ListExamples.
ListExamplesResponse	Results of listing Examples in and annotated dataset.
ListInstructionsRequest	Request message for ListInstructions.
ListInstructionsResponse	Results of listing instructions under a project.
NormalizedBoundingPoly	Normalized bounding polygon.
NormalizedPolyline	Normalized polyline.
NormalizedVertex	A vertex represents a 2D point in the image. NOTE: the normalized vertex coordinates are relative to the original image and range from 0 to 1.
ObjectDetectionConfig	Config for video object detection human labeling task. Object detection will be conducted on the images extracted from the video, and those objects will be labeled with bounding boxes. User need to specify the number of images to be extracted per second as the extraction frame rate.
ObjectDetectionMetrics	Metrics calculated for an image object detection (bounding box) model.
ObjectTrackingConfig	Config for video object tracking human labeling task.
ObjectTrackingFrame	Video frame level annotation for object detection and tracking.
OperatorMetadata	General information useful for labels coming from contributors.
OutputConfig	The configuration of output data.
PauseEvaluationJobRequest	Request message for PauseEvaluationJob.
PdfInstruction	Instruction from a PDF file.
Polyline	A line with multiple line segments.
PolylineConfig	Config for image polyline human labeling task.
PrCurve
ResumeEvaluationJobRequest	Request message ResumeEvaluationJob.
SearchEvaluationsRequest	Request message for SearchEvaluation.
SearchEvaluationsResponse	Results of searching evaluations.
SearchExampleComparisonsRequest	Request message of SearchExampleComparisons.
SearchExampleComparisonsResponse	Results of searching example comparisons.
SegmentationConfig	Config for image segmentation
SentimentConfig	Config for setting up sentiments.
SequentialSegment	Start and end position in a sequence (e.g. text segment).
TextClassificationAnnotation	Text classification annotation.
TextClassificationConfig	Config for text classification human labeling task.
TextEntityExtractionAnnotation	Text entity extraction annotation.
TextEntityExtractionConfig	Config for text entity extraction human labeling task.
TextMetadata	Metadata for the text.
TextPayload	Container of information about a piece of text.
TimeSegment	A time period inside of an example that has a time dimension (e.g. video).
UpdateEvaluationJobRequest	Request message for UpdateEvaluationJob.
Vertex	A vertex represents a 2D point in the image. NOTE: the vertex coordinates are in the same scale as the original image.
VideoClassificationAnnotation	Video classification annotation.
VideoClassificationConfig	Config for video classification human labeling task. Currently two types of video classification are supported:
VideoEventAnnotation	Video event annotation.
VideoObjectTrackingAnnotation	Video object tracking annotation.
VideoPayload	Container of information of a video.
VideoThumbnail	Container of information of a video thumbnail.

Enums

AnnotationSentiment
AnnotationSource	Specifies where the annotation comes from (whether it was provided by a human labeler or a different source).
AnnotationType
DataType
StringAggregationType