Package com.google.cloud.datalabeling.v1beta1 (0.144.0)

A client to Data Labeling API

The interfaces provided are listed below, along with usage samples.

DataLabelingServiceClient

Service Description: Service for the AI Platform Data Labeling API.

Sample for DataLabelingServiceClient:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create()) {
   ProjectName parent = ProjectName.of("[PROJECT]");
   Dataset dataset = Dataset.newBuilder().build();
   Dataset response = dataLabelingServiceClient.createDataset(parent, dataset);
 }

Classes

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.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotatedDataset

AnnotatedDataset.Builder

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.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotatedDataset

AnnotatedDatasetMetadata

Metadata on AnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotatedDatasetMetadata

AnnotatedDatasetMetadata.Builder

Metadata on AnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotatedDatasetMetadata

AnnotatedDatasetName

AnnotatedDatasetName.Builder

Builder for projects/{project}/datasets/{dataset}/annotatedDatasets/{annotated_dataset}.

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.

Protobuf type google.cloud.datalabeling.v1beta1.Annotation

Annotation.Builder

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.

Protobuf type google.cloud.datalabeling.v1beta1.Annotation

AnnotationMetadata

Additional information associated with the annotation.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationMetadata

AnnotationMetadata.Builder

Additional information associated with the annotation.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationMetadata

AnnotationOuterClass

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.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationSpec

AnnotationSpec.Builder

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.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationSpec

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.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationSpecSet

AnnotationSpecSet.Builder

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.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationSpecSet

AnnotationSpecSetName

AnnotationSpecSetName.Builder

Builder for projects/{project}/annotationSpecSets/{annotation_spec_set}.

AnnotationSpecSetOuterClass

AnnotationValue

Annotation value for an example.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationValue

AnnotationValue.Builder

Annotation value for an example.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationValue

Attempt

Records a failed evaluation job run.

Protobuf type google.cloud.datalabeling.v1beta1.Attempt

Attempt.Builder

Records a failed evaluation job run.

Protobuf type google.cloud.datalabeling.v1beta1.Attempt

BigQuerySource

The BigQuery location for input data. If used in an EvaluationJob, this is where the service saves the prediction input and output sampled from the model version.

Protobuf type google.cloud.datalabeling.v1beta1.BigQuerySource

BigQuerySource.Builder

The BigQuery location for input data. If used in an EvaluationJob, this is where the service saves the prediction input and output sampled from the model version.

Protobuf type google.cloud.datalabeling.v1beta1.BigQuerySource

BoundingBoxEvaluationOptions

Options regarding evaluation between bounding boxes.

Protobuf type google.cloud.datalabeling.v1beta1.BoundingBoxEvaluationOptions

BoundingBoxEvaluationOptions.Builder

Options regarding evaluation between bounding boxes.

Protobuf type google.cloud.datalabeling.v1beta1.BoundingBoxEvaluationOptions

BoundingPoly

A bounding polygon in the image.

Protobuf type google.cloud.datalabeling.v1beta1.BoundingPoly

BoundingPoly.Builder

A bounding polygon in the image.

Protobuf type google.cloud.datalabeling.v1beta1.BoundingPoly

BoundingPolyConfig

Config for image bounding poly (and bounding box) human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.BoundingPolyConfig

BoundingPolyConfig.Builder

Config for image bounding poly (and bounding box) human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.BoundingPolyConfig

ClassificationMetadata

Metadata for classification annotations.

Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetadata

ClassificationMetadata.Builder

Metadata for classification annotations.

Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetadata

ClassificationMetrics

Metrics calculated for a classification model.

Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetrics

ClassificationMetrics.Builder

Metrics calculated for a classification model.

Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetrics

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.

Protobuf type google.cloud.datalabeling.v1beta1.ConfusionMatrix

ConfusionMatrix.Builder

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.

Protobuf type google.cloud.datalabeling.v1beta1.ConfusionMatrix

ConfusionMatrix.ConfusionMatrixEntry

Protobuf type google.cloud.datalabeling.v1beta1.ConfusionMatrix.ConfusionMatrixEntry

ConfusionMatrix.ConfusionMatrixEntry.Builder

Protobuf type google.cloud.datalabeling.v1beta1.ConfusionMatrix.ConfusionMatrixEntry

ConfusionMatrix.Row

A row in the confusion matrix. Each entry in this row has the same ground truth label.

Protobuf type google.cloud.datalabeling.v1beta1.ConfusionMatrix.Row

ConfusionMatrix.Row.Builder

A row in the confusion matrix. Each entry in this row has the same ground truth label.

Protobuf type google.cloud.datalabeling.v1beta1.ConfusionMatrix.Row

CreateAnnotationSpecSetRequest

Request message for CreateAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.CreateAnnotationSpecSetRequest

CreateAnnotationSpecSetRequest.Builder

Request message for CreateAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.CreateAnnotationSpecSetRequest

CreateDatasetRequest

Request message for CreateDataset.

Protobuf type google.cloud.datalabeling.v1beta1.CreateDatasetRequest

CreateDatasetRequest.Builder

Request message for CreateDataset.

Protobuf type google.cloud.datalabeling.v1beta1.CreateDatasetRequest

CreateEvaluationJobRequest

Request message for CreateEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.CreateEvaluationJobRequest

CreateEvaluationJobRequest.Builder

Request message for CreateEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.CreateEvaluationJobRequest

CreateInstructionMetadata

Metadata of a CreateInstruction operation.

Protobuf type google.cloud.datalabeling.v1beta1.CreateInstructionMetadata

CreateInstructionMetadata.Builder

Metadata of a CreateInstruction operation.

Protobuf type google.cloud.datalabeling.v1beta1.CreateInstructionMetadata

CreateInstructionRequest

Request message for CreateInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.CreateInstructionRequest

CreateInstructionRequest.Builder

Request message for CreateInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.CreateInstructionRequest

CsvInstruction

Deprecated: this instruction format is not supported any more. Instruction from a CSV file.

Protobuf type google.cloud.datalabeling.v1beta1.CsvInstruction

CsvInstruction.Builder

Deprecated: this instruction format is not supported any more. Instruction from a CSV file.

Protobuf type google.cloud.datalabeling.v1beta1.CsvInstruction

DataItem

DataItem is a piece of data, without annotation. For example, an image.

Protobuf type google.cloud.datalabeling.v1beta1.DataItem

DataItem.Builder

DataItem is a piece of data, without annotation. For example, an image.

Protobuf type google.cloud.datalabeling.v1beta1.DataItem

DataItemName

DataItemName.Builder

Builder for projects/{project}/datasets/{dataset}/dataItems/{data_item}.

DataLabelingServiceClient

Service Description: Service for the AI Platform Data Labeling API.

This class provides the ability to make remote calls to the backing service through method calls that map to API methods. Sample code to get started:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (DataLabelingServiceClient dataLabelingServiceClient = DataLabelingServiceClient.create()) {
   ProjectName parent = ProjectName.of("[PROJECT]");
   Dataset dataset = Dataset.newBuilder().build();
   Dataset response = dataLabelingServiceClient.createDataset(parent, dataset);
 }

Note: close() needs to be called on the DataLabelingServiceClient object to clean up resources such as threads. In the example above, try-with-resources is used, which automatically calls close().

The surface of this class includes several types of Java methods for each of the API's methods:

  1. A "flattened" method. With this type of method, the fields of the request type have been converted into function parameters. It may be the case that not all fields are available as parameters, and not every API method will have a flattened method entry point.
  2. A "request object" method. This type of method only takes one parameter, a request object, which must be constructed before the call. Not every API method will have a request object method.
  3. A "callable" method. This type of method takes no parameters and returns an immutable API callable object, which can be used to initiate calls to the service.

See the individual methods for example code.

Many parameters require resource names to be formatted in a particular way. To assist with these names, this class includes a format method for each type of name, and additionally a parse method to extract the individual identifiers contained within names that are returned.

This class can be customized by passing in a custom instance of DataLabelingServiceSettings to create(). For example:

To customize credentials:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 DataLabelingServiceSettings dataLabelingServiceSettings =
     DataLabelingServiceSettings.newBuilder()
         .setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
         .build();
 DataLabelingServiceClient dataLabelingServiceClient =
     DataLabelingServiceClient.create(dataLabelingServiceSettings);

To customize the endpoint:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 DataLabelingServiceSettings dataLabelingServiceSettings =
     DataLabelingServiceSettings.newBuilder().setEndpoint(myEndpoint).build();
 DataLabelingServiceClient dataLabelingServiceClient =
     DataLabelingServiceClient.create(dataLabelingServiceSettings);

Please refer to the GitHub repository's samples for more quickstart code snippets.

DataLabelingServiceClient.ListAnnotatedDatasetsFixedSizeCollection

DataLabelingServiceClient.ListAnnotatedDatasetsPage

DataLabelingServiceClient.ListAnnotatedDatasetsPagedResponse

DataLabelingServiceClient.ListAnnotationSpecSetsFixedSizeCollection

DataLabelingServiceClient.ListAnnotationSpecSetsPage

DataLabelingServiceClient.ListAnnotationSpecSetsPagedResponse

DataLabelingServiceClient.ListDataItemsFixedSizeCollection

DataLabelingServiceClient.ListDataItemsPage

DataLabelingServiceClient.ListDataItemsPagedResponse

DataLabelingServiceClient.ListDatasetsFixedSizeCollection

DataLabelingServiceClient.ListDatasetsPage

DataLabelingServiceClient.ListDatasetsPagedResponse

DataLabelingServiceClient.ListEvaluationJobsFixedSizeCollection

DataLabelingServiceClient.ListEvaluationJobsPage

DataLabelingServiceClient.ListEvaluationJobsPagedResponse

DataLabelingServiceClient.ListExamplesFixedSizeCollection

DataLabelingServiceClient.ListExamplesPage

DataLabelingServiceClient.ListExamplesPagedResponse

DataLabelingServiceClient.ListInstructionsFixedSizeCollection

DataLabelingServiceClient.ListInstructionsPage

DataLabelingServiceClient.ListInstructionsPagedResponse

DataLabelingServiceClient.SearchEvaluationsFixedSizeCollection

DataLabelingServiceClient.SearchEvaluationsPage

DataLabelingServiceClient.SearchEvaluationsPagedResponse

DataLabelingServiceClient.SearchExampleComparisonsFixedSizeCollection

DataLabelingServiceClient.SearchExampleComparisonsPage

DataLabelingServiceClient.SearchExampleComparisonsPagedResponse

DataLabelingServiceGrpc

Service for the AI Platform Data Labeling API.

DataLabelingServiceGrpc.DataLabelingServiceBlockingStub

A stub to allow clients to do synchronous rpc calls to service DataLabelingService.

Service for the AI Platform Data Labeling API.

DataLabelingServiceGrpc.DataLabelingServiceFutureStub

A stub to allow clients to do ListenableFuture-style rpc calls to service DataLabelingService.

Service for the AI Platform Data Labeling API.

DataLabelingServiceGrpc.DataLabelingServiceImplBase

Base class for the server implementation of the service DataLabelingService.

Service for the AI Platform Data Labeling API.

DataLabelingServiceGrpc.DataLabelingServiceStub

A stub to allow clients to do asynchronous rpc calls to service DataLabelingService.

Service for the AI Platform Data Labeling API.

DataLabelingServiceOuterClass

DataLabelingServiceSettings

Settings class to configure an instance of DataLabelingServiceClient.

The default instance has everything set to sensible defaults:

  • The default service address (datalabeling.googleapis.com) and default port (443) are used.
  • Credentials are acquired automatically through Application Default Credentials.
  • Retries are configured for idempotent methods but not for non-idempotent methods.

The builder of this class is recursive, so contained classes are themselves builders. When build() is called, the tree of builders is called to create the complete settings object.

For example, to set the total timeout of createDataset to 30 seconds:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 DataLabelingServiceSettings.Builder dataLabelingServiceSettingsBuilder =
     DataLabelingServiceSettings.newBuilder();
 dataLabelingServiceSettingsBuilder
     .createDatasetSettings()
     .setRetrySettings(
         dataLabelingServiceSettingsBuilder
             .createDatasetSettings()
             .getRetrySettings()
             .toBuilder()
             .setTotalTimeout(Duration.ofSeconds(30))
             .build());
 DataLabelingServiceSettings dataLabelingServiceSettings =
     dataLabelingServiceSettingsBuilder.build();

DataLabelingServiceSettings.Builder

Builder for DataLabelingServiceSettings.

DataPayloads

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.

Protobuf type google.cloud.datalabeling.v1beta1.Dataset

Dataset.Builder

Dataset is the resource to hold your data. You can request multiple labeling tasks for a dataset while each one will generate an AnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.Dataset

DatasetName

DatasetName.Builder

Builder for projects/{project}/datasets/{dataset}.

DatasetOuterClass

DeleteAnnotatedDatasetRequest

Request message for DeleteAnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteAnnotatedDatasetRequest

DeleteAnnotatedDatasetRequest.Builder

Request message for DeleteAnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteAnnotatedDatasetRequest

DeleteAnnotationSpecSetRequest

Request message for DeleteAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteAnnotationSpecSetRequest

DeleteAnnotationSpecSetRequest.Builder

Request message for DeleteAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteAnnotationSpecSetRequest

DeleteDatasetRequest

Request message for DeleteDataset.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteDatasetRequest

DeleteDatasetRequest.Builder

Request message for DeleteDataset.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteDatasetRequest

DeleteEvaluationJobRequest

Request message DeleteEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteEvaluationJobRequest

DeleteEvaluationJobRequest.Builder

Request message DeleteEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteEvaluationJobRequest

DeleteInstructionRequest

Request message for DeleteInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteInstructionRequest

DeleteInstructionRequest.Builder

Request message for DeleteInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteInstructionRequest

Evaluation

Describes an evaluation between a machine learning model's predictions and ground truth labels. Created when an EvaluationJob runs successfully.

Protobuf type google.cloud.datalabeling.v1beta1.Evaluation

Evaluation.Builder

Describes an evaluation between a machine learning model's predictions and ground truth labels. Created when an EvaluationJob runs successfully.

Protobuf type google.cloud.datalabeling.v1beta1.Evaluation

EvaluationConfig

Configuration details used for calculating evaluation metrics and creating an Evaluation.

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationConfig

EvaluationConfig.Builder

Configuration details used for calculating evaluation metrics and creating an Evaluation.

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationConfig

EvaluationJob

Defines an evaluation job that runs periodically to generate Evaluations. Creating an evaluation job is the starting point for using continuous evaluation.

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationJob

EvaluationJob.Builder

Defines an evaluation job that runs periodically to generate Evaluations. Creating an evaluation job is the starting point for using continuous evaluation.

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationJob

EvaluationJobAlertConfig

Provides details for how an evaluation job sends email alerts based on the results of a run.

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationJobAlertConfig

EvaluationJobAlertConfig.Builder

Provides details for how an evaluation job sends email alerts based on the results of a run.

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationJobAlertConfig

EvaluationJobConfig

Configures specific details of how a continuous evaluation job works. Provide this configuration when you create an EvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationJobConfig

EvaluationJobConfig.Builder

Configures specific details of how a continuous evaluation job works. Provide this configuration when you create an EvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationJobConfig

EvaluationJobName

EvaluationJobName.Builder

Builder for projects/{project}/evaluationJobs/{evaluation_job}.

EvaluationJobOuterClass

EvaluationMetrics

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationMetrics

EvaluationMetrics.Builder

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationMetrics

EvaluationName

EvaluationName.Builder

Builder for projects/{project}/datasets/{dataset}/evaluations/{evaluation}.

EvaluationOuterClass

EventConfig

Config for video event human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.EventConfig

EventConfig.Builder

Config for video event human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.EventConfig

Example

An Example is a piece of data and its annotation. For example, an image with label "house".

Protobuf type google.cloud.datalabeling.v1beta1.Example

Example.Builder

An Example is a piece of data and its annotation. For example, an image with label "house".

Protobuf type google.cloud.datalabeling.v1beta1.Example

ExampleName

ExampleName.Builder

Builder for projects/{project}/datasets/{dataset}/annotatedDatasets/{annotated_dataset}/examples/{example}.

ExportDataOperationMetadata

Metadata of an ExportData operation.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataOperationMetadata

ExportDataOperationMetadata.Builder

Metadata of an ExportData operation.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataOperationMetadata

ExportDataOperationResponse

Response used for ExportDataset longrunning operation.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataOperationResponse

ExportDataOperationResponse.Builder

Response used for ExportDataset longrunning operation.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataOperationResponse

ExportDataRequest

Request message for ExportData API.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataRequest

ExportDataRequest.Builder

Request message for ExportData API.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataRequest

GcsDestination

Export destination of the data.Only gcs path is allowed in output_uri.

Protobuf type google.cloud.datalabeling.v1beta1.GcsDestination

GcsDestination.Builder

Export destination of the data.Only gcs path is allowed in output_uri.

Protobuf type google.cloud.datalabeling.v1beta1.GcsDestination

GcsFolderDestination

Export folder destination of the data.

Protobuf type google.cloud.datalabeling.v1beta1.GcsFolderDestination

GcsFolderDestination.Builder

Export folder destination of the data.

Protobuf type google.cloud.datalabeling.v1beta1.GcsFolderDestination

GcsSource

Source of the Cloud Storage file to be imported.

Protobuf type google.cloud.datalabeling.v1beta1.GcsSource

GcsSource.Builder

Source of the Cloud Storage file to be imported.

Protobuf type google.cloud.datalabeling.v1beta1.GcsSource

GetAnnotatedDatasetRequest

Request message for GetAnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.GetAnnotatedDatasetRequest

GetAnnotatedDatasetRequest.Builder

Request message for GetAnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.GetAnnotatedDatasetRequest

GetAnnotationSpecSetRequest

Request message for GetAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.GetAnnotationSpecSetRequest

GetAnnotationSpecSetRequest.Builder

Request message for GetAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.GetAnnotationSpecSetRequest

GetDataItemRequest

Request message for GetDataItem.

Protobuf type google.cloud.datalabeling.v1beta1.GetDataItemRequest

GetDataItemRequest.Builder

Request message for GetDataItem.

Protobuf type google.cloud.datalabeling.v1beta1.GetDataItemRequest

GetDatasetRequest

Request message for GetDataSet.

Protobuf type google.cloud.datalabeling.v1beta1.GetDatasetRequest

GetDatasetRequest.Builder

Request message for GetDataSet.

Protobuf type google.cloud.datalabeling.v1beta1.GetDatasetRequest

GetEvaluationJobRequest

Request message for GetEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.GetEvaluationJobRequest

GetEvaluationJobRequest.Builder

Request message for GetEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.GetEvaluationJobRequest

GetEvaluationRequest

Request message for GetEvaluation.

Protobuf type google.cloud.datalabeling.v1beta1.GetEvaluationRequest

GetEvaluationRequest.Builder

Request message for GetEvaluation.

Protobuf type google.cloud.datalabeling.v1beta1.GetEvaluationRequest

GetExampleRequest

Request message for GetExample

Protobuf type google.cloud.datalabeling.v1beta1.GetExampleRequest

GetExampleRequest.Builder

Request message for GetExample

Protobuf type google.cloud.datalabeling.v1beta1.GetExampleRequest

GetInstructionRequest

Request message for GetInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.GetInstructionRequest

GetInstructionRequest.Builder

Request message for GetInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.GetInstructionRequest

HumanAnnotationConfig

Configuration for how human labeling task should be done.

Protobuf type google.cloud.datalabeling.v1beta1.HumanAnnotationConfig

HumanAnnotationConfig.Builder

Configuration for how human labeling task should be done.

Protobuf type google.cloud.datalabeling.v1beta1.HumanAnnotationConfig

HumanAnnotationConfigOuterClass

ImageBoundingPolyAnnotation

Image bounding poly annotation. It represents a polygon including bounding box in the image.

Protobuf type google.cloud.datalabeling.v1beta1.ImageBoundingPolyAnnotation

ImageBoundingPolyAnnotation.Builder

Image bounding poly annotation. It represents a polygon including bounding box in the image.

Protobuf type google.cloud.datalabeling.v1beta1.ImageBoundingPolyAnnotation

ImageClassificationAnnotation

Image classification annotation definition.

Protobuf type google.cloud.datalabeling.v1beta1.ImageClassificationAnnotation

ImageClassificationAnnotation.Builder

Image classification annotation definition.

Protobuf type google.cloud.datalabeling.v1beta1.ImageClassificationAnnotation

ImageClassificationConfig

Config for image classification human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.ImageClassificationConfig

ImageClassificationConfig.Builder

Config for image classification human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.ImageClassificationConfig

ImagePayload

Container of information about an image.

Protobuf type google.cloud.datalabeling.v1beta1.ImagePayload

ImagePayload.Builder

Container of information about an image.

Protobuf type google.cloud.datalabeling.v1beta1.ImagePayload

ImagePolylineAnnotation

A polyline for the image annotation.

Protobuf type google.cloud.datalabeling.v1beta1.ImagePolylineAnnotation

ImagePolylineAnnotation.Builder

A polyline for the image annotation.

Protobuf type google.cloud.datalabeling.v1beta1.ImagePolylineAnnotation

ImageSegmentationAnnotation

Image segmentation annotation.

Protobuf type google.cloud.datalabeling.v1beta1.ImageSegmentationAnnotation

ImageSegmentationAnnotation.Builder

Image segmentation annotation.

Protobuf type google.cloud.datalabeling.v1beta1.ImageSegmentationAnnotation

ImportDataOperationMetadata

Metadata of an ImportData operation.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataOperationMetadata

ImportDataOperationMetadata.Builder

Metadata of an ImportData operation.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataOperationMetadata

ImportDataOperationResponse

Response used for ImportData longrunning operation.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataOperationResponse

ImportDataOperationResponse.Builder

Response used for ImportData longrunning operation.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataOperationResponse

ImportDataRequest

Request message for ImportData API.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataRequest

ImportDataRequest.Builder

Request message for ImportData API.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataRequest

InputConfig

The configuration of input data, including data type, location, etc.

Protobuf type google.cloud.datalabeling.v1beta1.InputConfig

InputConfig.Builder

The configuration of input data, including data type, location, etc.

Protobuf type google.cloud.datalabeling.v1beta1.InputConfig

Instruction

Instruction of how to perform the labeling task for human operators. Currently only PDF instruction is supported.

Protobuf type google.cloud.datalabeling.v1beta1.Instruction

Instruction.Builder

Instruction of how to perform the labeling task for human operators. Currently only PDF instruction is supported.

Protobuf type google.cloud.datalabeling.v1beta1.Instruction

InstructionName

InstructionName.Builder

Builder for projects/{project}/instructions/{instruction}.

InstructionOuterClass

LabelImageBoundingBoxOperationMetadata

Details of a LabelImageBoundingBox operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageBoundingBoxOperationMetadata

LabelImageBoundingBoxOperationMetadata.Builder

Details of a LabelImageBoundingBox operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageBoundingBoxOperationMetadata

LabelImageBoundingPolyOperationMetadata

Details of LabelImageBoundingPoly operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageBoundingPolyOperationMetadata

LabelImageBoundingPolyOperationMetadata.Builder

Details of LabelImageBoundingPoly operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageBoundingPolyOperationMetadata

LabelImageClassificationOperationMetadata

Metadata of a LabelImageClassification operation.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageClassificationOperationMetadata

LabelImageClassificationOperationMetadata.Builder

Metadata of a LabelImageClassification operation.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageClassificationOperationMetadata

LabelImageOrientedBoundingBoxOperationMetadata

Details of a LabelImageOrientedBoundingBox operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageOrientedBoundingBoxOperationMetadata

LabelImageOrientedBoundingBoxOperationMetadata.Builder

Details of a LabelImageOrientedBoundingBox operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageOrientedBoundingBoxOperationMetadata

LabelImagePolylineOperationMetadata

Details of LabelImagePolyline operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImagePolylineOperationMetadata

LabelImagePolylineOperationMetadata.Builder

Details of LabelImagePolyline operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImagePolylineOperationMetadata

LabelImageRequest

Request message for starting an image labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageRequest

LabelImageRequest.Builder

Request message for starting an image labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageRequest

LabelImageSegmentationOperationMetadata

Details of a LabelImageSegmentation operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageSegmentationOperationMetadata

LabelImageSegmentationOperationMetadata.Builder

Details of a LabelImageSegmentation operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageSegmentationOperationMetadata

LabelOperationMetadata

Metadata of a labeling operation, such as LabelImage or LabelVideo. Next tag: 20

Protobuf type google.cloud.datalabeling.v1beta1.LabelOperationMetadata

LabelOperationMetadata.Builder

Metadata of a labeling operation, such as LabelImage or LabelVideo. Next tag: 20

Protobuf type google.cloud.datalabeling.v1beta1.LabelOperationMetadata

LabelStats

Statistics about annotation specs.

Protobuf type google.cloud.datalabeling.v1beta1.LabelStats

LabelStats.Builder

Statistics about annotation specs.

Protobuf type google.cloud.datalabeling.v1beta1.LabelStats

LabelTextClassificationOperationMetadata

Details of a LabelTextClassification operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextClassificationOperationMetadata

LabelTextClassificationOperationMetadata.Builder

Details of a LabelTextClassification operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextClassificationOperationMetadata

LabelTextEntityExtractionOperationMetadata

Details of a LabelTextEntityExtraction operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextEntityExtractionOperationMetadata

LabelTextEntityExtractionOperationMetadata.Builder

Details of a LabelTextEntityExtraction operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextEntityExtractionOperationMetadata

LabelTextRequest

Request message for LabelText.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextRequest

LabelTextRequest.Builder

Request message for LabelText.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextRequest

LabelVideoClassificationOperationMetadata

Details of a LabelVideoClassification operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoClassificationOperationMetadata

LabelVideoClassificationOperationMetadata.Builder

Details of a LabelVideoClassification operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoClassificationOperationMetadata

LabelVideoEventOperationMetadata

Details of a LabelVideoEvent operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoEventOperationMetadata

LabelVideoEventOperationMetadata.Builder

Details of a LabelVideoEvent operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoEventOperationMetadata

LabelVideoObjectDetectionOperationMetadata

Details of a LabelVideoObjectDetection operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoObjectDetectionOperationMetadata

LabelVideoObjectDetectionOperationMetadata.Builder

Details of a LabelVideoObjectDetection operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoObjectDetectionOperationMetadata

LabelVideoObjectTrackingOperationMetadata

Details of a LabelVideoObjectTracking operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoObjectTrackingOperationMetadata

LabelVideoObjectTrackingOperationMetadata.Builder

Details of a LabelVideoObjectTracking operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoObjectTrackingOperationMetadata

LabelVideoRequest

Request message for LabelVideo.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoRequest

LabelVideoRequest.Builder

Request message for LabelVideo.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoRequest

ListAnnotatedDatasetsRequest

Request message for ListAnnotatedDatasets.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotatedDatasetsRequest

ListAnnotatedDatasetsRequest.Builder

Request message for ListAnnotatedDatasets.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotatedDatasetsRequest

ListAnnotatedDatasetsResponse

Results of listing annotated datasets for a dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotatedDatasetsResponse

ListAnnotatedDatasetsResponse.Builder

Results of listing annotated datasets for a dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotatedDatasetsResponse

ListAnnotationSpecSetsRequest

Request message for ListAnnotationSpecSets.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsRequest

ListAnnotationSpecSetsRequest.Builder

Request message for ListAnnotationSpecSets.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsRequest

ListAnnotationSpecSetsResponse

Results of listing annotation spec set under a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsResponse

ListAnnotationSpecSetsResponse.Builder

Results of listing annotation spec set under a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsResponse

ListDataItemsRequest

Request message for ListDataItems.

Protobuf type google.cloud.datalabeling.v1beta1.ListDataItemsRequest

ListDataItemsRequest.Builder

Request message for ListDataItems.

Protobuf type google.cloud.datalabeling.v1beta1.ListDataItemsRequest

ListDataItemsResponse

Results of listing data items in a dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListDataItemsResponse

ListDataItemsResponse.Builder

Results of listing data items in a dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListDataItemsResponse

ListDatasetsRequest

Request message for ListDataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListDatasetsRequest

ListDatasetsRequest.Builder

Request message for ListDataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListDatasetsRequest

ListDatasetsResponse

Results of listing datasets within a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListDatasetsResponse

ListDatasetsResponse.Builder

Results of listing datasets within a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListDatasetsResponse

ListEvaluationJobsRequest

Request message for ListEvaluationJobs.

Protobuf type google.cloud.datalabeling.v1beta1.ListEvaluationJobsRequest

ListEvaluationJobsRequest.Builder

Request message for ListEvaluationJobs.

Protobuf type google.cloud.datalabeling.v1beta1.ListEvaluationJobsRequest

ListEvaluationJobsResponse

Results for listing evaluation jobs.

Protobuf type google.cloud.datalabeling.v1beta1.ListEvaluationJobsResponse

ListEvaluationJobsResponse.Builder

Results for listing evaluation jobs.

Protobuf type google.cloud.datalabeling.v1beta1.ListEvaluationJobsResponse

ListExamplesRequest

Request message for ListExamples.

Protobuf type google.cloud.datalabeling.v1beta1.ListExamplesRequest

ListExamplesRequest.Builder

Request message for ListExamples.

Protobuf type google.cloud.datalabeling.v1beta1.ListExamplesRequest

ListExamplesResponse

Results of listing Examples in and annotated dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListExamplesResponse

ListExamplesResponse.Builder

Results of listing Examples in and annotated dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListExamplesResponse

ListInstructionsRequest

Request message for ListInstructions.

Protobuf type google.cloud.datalabeling.v1beta1.ListInstructionsRequest

ListInstructionsRequest.Builder

Request message for ListInstructions.

Protobuf type google.cloud.datalabeling.v1beta1.ListInstructionsRequest

ListInstructionsResponse

Results of listing instructions under a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListInstructionsResponse

ListInstructionsResponse.Builder

Results of listing instructions under a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListInstructionsResponse

NormalizedBoundingPoly

Normalized bounding polygon.

Protobuf type google.cloud.datalabeling.v1beta1.NormalizedBoundingPoly

NormalizedBoundingPoly.Builder

Normalized bounding polygon.

Protobuf type google.cloud.datalabeling.v1beta1.NormalizedBoundingPoly

NormalizedPolyline

Normalized polyline.

Protobuf type google.cloud.datalabeling.v1beta1.NormalizedPolyline

NormalizedPolyline.Builder

Normalized polyline.

Protobuf type google.cloud.datalabeling.v1beta1.NormalizedPolyline

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.

Protobuf type google.cloud.datalabeling.v1beta1.NormalizedVertex

NormalizedVertex.Builder

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.

Protobuf type google.cloud.datalabeling.v1beta1.NormalizedVertex

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.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectDetectionConfig

ObjectDetectionConfig.Builder

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.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectDetectionConfig

ObjectDetectionMetrics

Metrics calculated for an image object detection (bounding box) model.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectDetectionMetrics

ObjectDetectionMetrics.Builder

Metrics calculated for an image object detection (bounding box) model.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectDetectionMetrics

ObjectTrackingConfig

Config for video object tracking human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectTrackingConfig

ObjectTrackingConfig.Builder

Config for video object tracking human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectTrackingConfig

ObjectTrackingFrame

Video frame level annotation for object detection and tracking.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectTrackingFrame

ObjectTrackingFrame.Builder

Video frame level annotation for object detection and tracking.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectTrackingFrame

Operations

OperatorMetadata

General information useful for labels coming from contributors.

Protobuf type google.cloud.datalabeling.v1beta1.OperatorMetadata

OperatorMetadata.Builder

General information useful for labels coming from contributors.

Protobuf type google.cloud.datalabeling.v1beta1.OperatorMetadata

OutputConfig

The configuration of output data.

Protobuf type google.cloud.datalabeling.v1beta1.OutputConfig

OutputConfig.Builder

The configuration of output data.

Protobuf type google.cloud.datalabeling.v1beta1.OutputConfig

PauseEvaluationJobRequest

Request message for PauseEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.PauseEvaluationJobRequest

PauseEvaluationJobRequest.Builder

Request message for PauseEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.PauseEvaluationJobRequest

PdfInstruction

Instruction from a PDF file.

Protobuf type google.cloud.datalabeling.v1beta1.PdfInstruction

PdfInstruction.Builder

Instruction from a PDF file.

Protobuf type google.cloud.datalabeling.v1beta1.PdfInstruction

Polyline

A line with multiple line segments.

Protobuf type google.cloud.datalabeling.v1beta1.Polyline

Polyline.Builder

A line with multiple line segments.

Protobuf type google.cloud.datalabeling.v1beta1.Polyline

PolylineConfig

Config for image polyline human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.PolylineConfig

PolylineConfig.Builder

Config for image polyline human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.PolylineConfig

PrCurve

Protobuf type google.cloud.datalabeling.v1beta1.PrCurve

PrCurve.Builder

Protobuf type google.cloud.datalabeling.v1beta1.PrCurve

PrCurve.ConfidenceMetricsEntry

Protobuf type google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry

PrCurve.ConfidenceMetricsEntry.Builder

Protobuf type google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry

ProjectName

ProjectName.Builder

Builder for projects/{project}.

ResumeEvaluationJobRequest

Request message ResumeEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.ResumeEvaluationJobRequest

ResumeEvaluationJobRequest.Builder

Request message ResumeEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.ResumeEvaluationJobRequest

SearchEvaluationsRequest

Request message for SearchEvaluation.

Protobuf type google.cloud.datalabeling.v1beta1.SearchEvaluationsRequest

SearchEvaluationsRequest.Builder

Request message for SearchEvaluation.

Protobuf type google.cloud.datalabeling.v1beta1.SearchEvaluationsRequest

SearchEvaluationsResponse

Results of searching evaluations.

Protobuf type google.cloud.datalabeling.v1beta1.SearchEvaluationsResponse

SearchEvaluationsResponse.Builder

Results of searching evaluations.

Protobuf type google.cloud.datalabeling.v1beta1.SearchEvaluationsResponse

SearchExampleComparisonsRequest

Request message of SearchExampleComparisons.

Protobuf type google.cloud.datalabeling.v1beta1.SearchExampleComparisonsRequest

SearchExampleComparisonsRequest.Builder

Request message of SearchExampleComparisons.

Protobuf type google.cloud.datalabeling.v1beta1.SearchExampleComparisonsRequest

SearchExampleComparisonsResponse

Results of searching example comparisons.

Protobuf type google.cloud.datalabeling.v1beta1.SearchExampleComparisonsResponse

SearchExampleComparisonsResponse.Builder

Results of searching example comparisons.

Protobuf type google.cloud.datalabeling.v1beta1.SearchExampleComparisonsResponse

SearchExampleComparisonsResponse.ExampleComparison

Example comparisons comparing ground truth output and predictions for a specific input.

Protobuf type google.cloud.datalabeling.v1beta1.SearchExampleComparisonsResponse.ExampleComparison

SearchExampleComparisonsResponse.ExampleComparison.Builder

Example comparisons comparing ground truth output and predictions for a specific input.

Protobuf type google.cloud.datalabeling.v1beta1.SearchExampleComparisonsResponse.ExampleComparison

SegmentationConfig

Config for image segmentation

Protobuf type google.cloud.datalabeling.v1beta1.SegmentationConfig

SegmentationConfig.Builder

Config for image segmentation

Protobuf type google.cloud.datalabeling.v1beta1.SegmentationConfig

SentimentConfig

Config for setting up sentiments.

Protobuf type google.cloud.datalabeling.v1beta1.SentimentConfig

SentimentConfig.Builder

Config for setting up sentiments.

Protobuf type google.cloud.datalabeling.v1beta1.SentimentConfig

SequentialSegment

Start and end position in a sequence (e.g. text segment).

Protobuf type google.cloud.datalabeling.v1beta1.SequentialSegment

SequentialSegment.Builder

Start and end position in a sequence (e.g. text segment).

Protobuf type google.cloud.datalabeling.v1beta1.SequentialSegment

TextClassificationAnnotation

Text classification annotation.

Protobuf type google.cloud.datalabeling.v1beta1.TextClassificationAnnotation

TextClassificationAnnotation.Builder

Text classification annotation.

Protobuf type google.cloud.datalabeling.v1beta1.TextClassificationAnnotation

TextClassificationConfig

Config for text classification human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.TextClassificationConfig

TextClassificationConfig.Builder

Config for text classification human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.TextClassificationConfig

TextEntityExtractionAnnotation

Text entity extraction annotation.

Protobuf type google.cloud.datalabeling.v1beta1.TextEntityExtractionAnnotation

TextEntityExtractionAnnotation.Builder

Text entity extraction annotation.

Protobuf type google.cloud.datalabeling.v1beta1.TextEntityExtractionAnnotation

TextEntityExtractionConfig

Config for text entity extraction human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.TextEntityExtractionConfig

TextEntityExtractionConfig.Builder

Config for text entity extraction human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.TextEntityExtractionConfig

TextMetadata

Metadata for the text.

Protobuf type google.cloud.datalabeling.v1beta1.TextMetadata

TextMetadata.Builder

Metadata for the text.

Protobuf type google.cloud.datalabeling.v1beta1.TextMetadata

TextPayload

Container of information about a piece of text.

Protobuf type google.cloud.datalabeling.v1beta1.TextPayload

TextPayload.Builder

Container of information about a piece of text.

Protobuf type google.cloud.datalabeling.v1beta1.TextPayload

TimeSegment

A time period inside of an example that has a time dimension (e.g. video).

Protobuf type google.cloud.datalabeling.v1beta1.TimeSegment

TimeSegment.Builder

A time period inside of an example that has a time dimension (e.g. video).

Protobuf type google.cloud.datalabeling.v1beta1.TimeSegment

UpdateEvaluationJobRequest

Request message for UpdateEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.UpdateEvaluationJobRequest

UpdateEvaluationJobRequest.Builder

Request message for UpdateEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.UpdateEvaluationJobRequest

Vertex

A vertex represents a 2D point in the image. NOTE: the vertex coordinates are in the same scale as the original image.

Protobuf type google.cloud.datalabeling.v1beta1.Vertex

Vertex.Builder

A vertex represents a 2D point in the image. NOTE: the vertex coordinates are in the same scale as the original image.

Protobuf type google.cloud.datalabeling.v1beta1.Vertex

VideoClassificationAnnotation

Video classification annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoClassificationAnnotation

VideoClassificationAnnotation.Builder

Video classification annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoClassificationAnnotation

VideoClassificationConfig

Config for video classification human labeling task. Currently two types of video classification are supported:

  1. Assign labels on the entire video.
  2. Split the video into multiple video clips based on camera shot, and assign labels on each video clip.

Protobuf type google.cloud.datalabeling.v1beta1.VideoClassificationConfig

VideoClassificationConfig.AnnotationSpecSetConfig

Annotation spec set with the setting of allowing multi labels or not.

Protobuf type google.cloud.datalabeling.v1beta1.VideoClassificationConfig.AnnotationSpecSetConfig

VideoClassificationConfig.AnnotationSpecSetConfig.Builder

Annotation spec set with the setting of allowing multi labels or not.

Protobuf type google.cloud.datalabeling.v1beta1.VideoClassificationConfig.AnnotationSpecSetConfig

VideoClassificationConfig.Builder

Config for video classification human labeling task. Currently two types of video classification are supported:

  1. Assign labels on the entire video.
  2. Split the video into multiple video clips based on camera shot, and assign labels on each video clip.

Protobuf type google.cloud.datalabeling.v1beta1.VideoClassificationConfig

VideoEventAnnotation

Video event annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoEventAnnotation

VideoEventAnnotation.Builder

Video event annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoEventAnnotation

VideoObjectTrackingAnnotation

Video object tracking annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoObjectTrackingAnnotation

VideoObjectTrackingAnnotation.Builder

Video object tracking annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoObjectTrackingAnnotation

VideoPayload

Container of information of a video.

Protobuf type google.cloud.datalabeling.v1beta1.VideoPayload

VideoPayload.Builder

Container of information of a video.

Protobuf type google.cloud.datalabeling.v1beta1.VideoPayload

VideoThumbnail

Container of information of a video thumbnail.

Protobuf type google.cloud.datalabeling.v1beta1.VideoThumbnail

VideoThumbnail.Builder

Container of information of a video thumbnail.

Protobuf type google.cloud.datalabeling.v1beta1.VideoThumbnail

Interfaces

AnnotatedDatasetMetadataOrBuilder

AnnotatedDatasetOrBuilder

AnnotationMetadataOrBuilder

AnnotationOrBuilder

AnnotationSpecOrBuilder

AnnotationSpecSetOrBuilder

AnnotationValueOrBuilder

AttemptOrBuilder

BigQuerySourceOrBuilder

BoundingBoxEvaluationOptionsOrBuilder

BoundingPolyConfigOrBuilder

BoundingPolyOrBuilder

ClassificationMetadataOrBuilder

ClassificationMetricsOrBuilder

ConfusionMatrix.ConfusionMatrixEntryOrBuilder

ConfusionMatrix.RowOrBuilder

ConfusionMatrixOrBuilder

CreateAnnotationSpecSetRequestOrBuilder

CreateDatasetRequestOrBuilder

CreateEvaluationJobRequestOrBuilder

CreateInstructionMetadataOrBuilder

CreateInstructionRequestOrBuilder

CsvInstructionOrBuilder

DataItemOrBuilder

DataLabelingServiceGrpc.AsyncService

Service for the AI Platform Data Labeling API.

DatasetOrBuilder

DeleteAnnotatedDatasetRequestOrBuilder

DeleteAnnotationSpecSetRequestOrBuilder

DeleteDatasetRequestOrBuilder

DeleteEvaluationJobRequestOrBuilder

DeleteInstructionRequestOrBuilder

EvaluationConfigOrBuilder

EvaluationJobAlertConfigOrBuilder

EvaluationJobConfigOrBuilder

EvaluationJobOrBuilder

EvaluationMetricsOrBuilder

EvaluationOrBuilder

EventConfigOrBuilder

ExampleOrBuilder

ExportDataOperationMetadataOrBuilder

ExportDataOperationResponseOrBuilder

ExportDataRequestOrBuilder

GcsDestinationOrBuilder

GcsFolderDestinationOrBuilder

GcsSourceOrBuilder

GetAnnotatedDatasetRequestOrBuilder

GetAnnotationSpecSetRequestOrBuilder

GetDataItemRequestOrBuilder

GetDatasetRequestOrBuilder

GetEvaluationJobRequestOrBuilder

GetEvaluationRequestOrBuilder

GetExampleRequestOrBuilder

GetInstructionRequestOrBuilder

HumanAnnotationConfigOrBuilder

ImageBoundingPolyAnnotationOrBuilder

ImageClassificationAnnotationOrBuilder

ImageClassificationConfigOrBuilder

ImagePayloadOrBuilder

ImagePolylineAnnotationOrBuilder

ImageSegmentationAnnotationOrBuilder

ImportDataOperationMetadataOrBuilder

ImportDataOperationResponseOrBuilder

ImportDataRequestOrBuilder

InputConfigOrBuilder

InstructionOrBuilder

LabelImageBoundingBoxOperationMetadataOrBuilder

LabelImageBoundingPolyOperationMetadataOrBuilder

LabelImageClassificationOperationMetadataOrBuilder

LabelImageOrientedBoundingBoxOperationMetadataOrBuilder

LabelImagePolylineOperationMetadataOrBuilder

LabelImageRequestOrBuilder

LabelImageSegmentationOperationMetadataOrBuilder

LabelOperationMetadataOrBuilder

LabelStatsOrBuilder

LabelTextClassificationOperationMetadataOrBuilder

LabelTextEntityExtractionOperationMetadataOrBuilder

LabelTextRequestOrBuilder

LabelVideoClassificationOperationMetadataOrBuilder

LabelVideoEventOperationMetadataOrBuilder

LabelVideoObjectDetectionOperationMetadataOrBuilder

LabelVideoObjectTrackingOperationMetadataOrBuilder

LabelVideoRequestOrBuilder

ListAnnotatedDatasetsRequestOrBuilder

ListAnnotatedDatasetsResponseOrBuilder

ListAnnotationSpecSetsRequestOrBuilder

ListAnnotationSpecSetsResponseOrBuilder

ListDataItemsRequestOrBuilder

ListDataItemsResponseOrBuilder

ListDatasetsRequestOrBuilder

ListDatasetsResponseOrBuilder

ListEvaluationJobsRequestOrBuilder

ListEvaluationJobsResponseOrBuilder

ListExamplesRequestOrBuilder

ListExamplesResponseOrBuilder

ListInstructionsRequestOrBuilder

ListInstructionsResponseOrBuilder

NormalizedBoundingPolyOrBuilder

NormalizedPolylineOrBuilder

NormalizedVertexOrBuilder

ObjectDetectionConfigOrBuilder

ObjectDetectionMetricsOrBuilder

ObjectTrackingConfigOrBuilder

ObjectTrackingFrameOrBuilder

OperatorMetadataOrBuilder

OutputConfigOrBuilder

PauseEvaluationJobRequestOrBuilder

PdfInstructionOrBuilder

PolylineConfigOrBuilder

PolylineOrBuilder

PrCurve.ConfidenceMetricsEntryOrBuilder

PrCurveOrBuilder

ResumeEvaluationJobRequestOrBuilder

SearchEvaluationsRequestOrBuilder

SearchEvaluationsResponseOrBuilder

SearchExampleComparisonsRequestOrBuilder

SearchExampleComparisonsResponse.ExampleComparisonOrBuilder

SearchExampleComparisonsResponseOrBuilder

SegmentationConfigOrBuilder

SentimentConfigOrBuilder

SequentialSegmentOrBuilder

TextClassificationAnnotationOrBuilder

TextClassificationConfigOrBuilder

TextEntityExtractionAnnotationOrBuilder

TextEntityExtractionConfigOrBuilder

TextMetadataOrBuilder

TextPayloadOrBuilder

TimeSegmentOrBuilder

UpdateEvaluationJobRequestOrBuilder

VertexOrBuilder

VideoClassificationAnnotationOrBuilder

VideoClassificationConfig.AnnotationSpecSetConfigOrBuilder

VideoClassificationConfigOrBuilder

VideoEventAnnotationOrBuilder

VideoObjectTrackingAnnotationOrBuilder

VideoPayloadOrBuilder

VideoThumbnailOrBuilder

Enums

AnnotatedDatasetMetadata.AnnotationRequestConfigCase

AnnotationSentiment

Protobuf enum google.cloud.datalabeling.v1beta1.AnnotationSentiment

AnnotationSource

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

Protobuf enum google.cloud.datalabeling.v1beta1.AnnotationSource

AnnotationType

Protobuf enum google.cloud.datalabeling.v1beta1.AnnotationType

AnnotationValue.ValueTypeCase

DataItem.PayloadCase

DataType

Protobuf enum google.cloud.datalabeling.v1beta1.DataType

EvaluationConfig.VerticalOptionCase

EvaluationJob.State

State of the job.

Protobuf enum google.cloud.datalabeling.v1beta1.EvaluationJob.State

EvaluationJobConfig.HumanAnnotationRequestConfigCase

EvaluationMetrics.MetricsCase

Example.PayloadCase

ImageBoundingPolyAnnotation.BoundedAreaCase

ImagePolylineAnnotation.PolyCase

InputConfig.DataTypeMetadataCase

InputConfig.SourceCase

LabelImageRequest.Feature

Image labeling task feature.

Protobuf enum google.cloud.datalabeling.v1beta1.LabelImageRequest.Feature

LabelImageRequest.RequestConfigCase

LabelOperationMetadata.DetailsCase

LabelTextRequest.Feature

Text labeling task feature.

Protobuf enum google.cloud.datalabeling.v1beta1.LabelTextRequest.Feature

LabelTextRequest.RequestConfigCase

LabelVideoRequest.Feature

Video labeling task feature.

Protobuf enum google.cloud.datalabeling.v1beta1.LabelVideoRequest.Feature

LabelVideoRequest.RequestConfigCase

ObjectTrackingFrame.BoundedAreaCase

OutputConfig.DestinationCase

StringAggregationType

Protobuf enum google.cloud.datalabeling.v1beta1.StringAggregationType