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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:
- 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.
- 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.
- 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:
- Assign labels on the entire video.
- 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:
- Assign labels on the entire video.
- 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