Package com.google.cloud.datalabeling.v1beta1 (0.132.0)

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 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

Metadata on AnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotatedDatasetMetadata

Metadata on AnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotatedDatasetMetadata

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

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 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

Additional information associated with the annotation.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationMetadata

Additional information associated with the annotation.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationMetadata

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

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

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

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

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

Annotation value for an example.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationValue

Annotation value for an example.

Protobuf type google.cloud.datalabeling.v1beta1.AnnotationValue

Records a failed evaluation job run.

Protobuf type google.cloud.datalabeling.v1beta1.Attempt

Records a failed evaluation job run.

Protobuf type google.cloud.datalabeling.v1beta1.Attempt

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

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

Options regarding evaluation between bounding boxes.

Protobuf type google.cloud.datalabeling.v1beta1.BoundingBoxEvaluationOptions

Options regarding evaluation between bounding boxes.

Protobuf type google.cloud.datalabeling.v1beta1.BoundingBoxEvaluationOptions

A bounding polygon in the image.

Protobuf type google.cloud.datalabeling.v1beta1.BoundingPoly

A bounding polygon in the image.

Protobuf type google.cloud.datalabeling.v1beta1.BoundingPoly

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

Protobuf type google.cloud.datalabeling.v1beta1.BoundingPolyConfig

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

Protobuf type google.cloud.datalabeling.v1beta1.BoundingPolyConfig

Metadata for classification annotations.

Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetadata

Metadata for classification annotations.

Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetadata

Metrics calculated for a classification model.

Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetrics

Metrics calculated for a classification model.

Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetrics

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

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

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

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

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

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

Request message for CreateAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.CreateAnnotationSpecSetRequest

Request message for CreateAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.CreateAnnotationSpecSetRequest

Request message for CreateDataset.

Protobuf type google.cloud.datalabeling.v1beta1.CreateDatasetRequest

Request message for CreateDataset.

Protobuf type google.cloud.datalabeling.v1beta1.CreateDatasetRequest

Request message for CreateEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.CreateEvaluationJobRequest

Request message for CreateEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.CreateEvaluationJobRequest

Metadata of a CreateInstruction operation.

Protobuf type google.cloud.datalabeling.v1beta1.CreateInstructionMetadata

Metadata of a CreateInstruction operation.

Protobuf type google.cloud.datalabeling.v1beta1.CreateInstructionMetadata

Request message for CreateInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.CreateInstructionRequest

Request message for CreateInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.CreateInstructionRequest

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

Protobuf type google.cloud.datalabeling.v1beta1.CsvInstruction

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

Protobuf type google.cloud.datalabeling.v1beta1.CsvInstruction

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

Protobuf type google.cloud.datalabeling.v1beta1.DataItem

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

Protobuf type google.cloud.datalabeling.v1beta1.DataItem

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

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.

Service for the AI Platform Data Labeling API.

Service for the AI Platform Data Labeling API.

Service for the AI Platform Data Labeling API.

Service for the AI Platform Data Labeling API.

Service for the AI Platform Data Labeling API.

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();
 

Builder for DataLabelingServiceSettings.

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 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

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

Request message for DeleteAnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteAnnotatedDatasetRequest

Request message for DeleteAnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteAnnotatedDatasetRequest

Request message for DeleteAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteAnnotationSpecSetRequest

Request message for DeleteAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteAnnotationSpecSetRequest

Request message for DeleteDataset.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteDatasetRequest

Request message for DeleteDataset.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteDatasetRequest

Request message DeleteEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteEvaluationJobRequest

Request message DeleteEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteEvaluationJobRequest

Request message for DeleteInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteInstructionRequest

Request message for DeleteInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.DeleteInstructionRequest

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

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

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

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationConfig

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

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationConfig

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

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

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

Protobuf type google.cloud.datalabeling.v1beta1.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

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

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

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

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationMetrics

Protobuf type google.cloud.datalabeling.v1beta1.EvaluationMetrics

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

Config for video event human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.EventConfig

Config for video event human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.EventConfig

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

Protobuf type google.cloud.datalabeling.v1beta1.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

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

Metadata of an ExportData operation.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataOperationMetadata

Metadata of an ExportData operation.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataOperationMetadata

Response used for ExportDataset longrunning operation.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataOperationResponse

Response used for ExportDataset longrunning operation.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataOperationResponse

Request message for ExportData API.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataRequest

Request message for ExportData API.

Protobuf type google.cloud.datalabeling.v1beta1.ExportDataRequest

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

Protobuf type google.cloud.datalabeling.v1beta1.GcsDestination

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

Protobuf type google.cloud.datalabeling.v1beta1.GcsDestination

Export folder destination of the data.

Protobuf type google.cloud.datalabeling.v1beta1.GcsFolderDestination

Export folder destination of the data.

Protobuf type google.cloud.datalabeling.v1beta1.GcsFolderDestination

Source of the Cloud Storage file to be imported.

Protobuf type google.cloud.datalabeling.v1beta1.GcsSource

Source of the Cloud Storage file to be imported.

Protobuf type google.cloud.datalabeling.v1beta1.GcsSource

Request message for GetAnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.GetAnnotatedDatasetRequest

Request message for GetAnnotatedDataset.

Protobuf type google.cloud.datalabeling.v1beta1.GetAnnotatedDatasetRequest

Request message for GetAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.GetAnnotationSpecSetRequest

Request message for GetAnnotationSpecSet.

Protobuf type google.cloud.datalabeling.v1beta1.GetAnnotationSpecSetRequest

Request message for GetDataItem.

Protobuf type google.cloud.datalabeling.v1beta1.GetDataItemRequest

Request message for GetDataItem.

Protobuf type google.cloud.datalabeling.v1beta1.GetDataItemRequest

Request message for GetDataSet.

Protobuf type google.cloud.datalabeling.v1beta1.GetDatasetRequest

Request message for GetDataSet.

Protobuf type google.cloud.datalabeling.v1beta1.GetDatasetRequest

Request message for GetEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.GetEvaluationJobRequest

Request message for GetEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.GetEvaluationJobRequest

Request message for GetEvaluation.

Protobuf type google.cloud.datalabeling.v1beta1.GetEvaluationRequest

Request message for GetEvaluation.

Protobuf type google.cloud.datalabeling.v1beta1.GetEvaluationRequest

Request message for GetExample

Protobuf type google.cloud.datalabeling.v1beta1.GetExampleRequest

Request message for GetExample

Protobuf type google.cloud.datalabeling.v1beta1.GetExampleRequest

Request message for GetInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.GetInstructionRequest

Request message for GetInstruction.

Protobuf type google.cloud.datalabeling.v1beta1.GetInstructionRequest

Configuration for how human labeling task should be done.

Protobuf type google.cloud.datalabeling.v1beta1.HumanAnnotationConfig

Configuration for how human labeling task should be done.

Protobuf type google.cloud.datalabeling.v1beta1.HumanAnnotationConfig

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

Protobuf type google.cloud.datalabeling.v1beta1.ImageBoundingPolyAnnotation

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

Protobuf type google.cloud.datalabeling.v1beta1.ImageBoundingPolyAnnotation

Image classification annotation definition.

Protobuf type google.cloud.datalabeling.v1beta1.ImageClassificationAnnotation

Image classification annotation definition.

Protobuf type google.cloud.datalabeling.v1beta1.ImageClassificationAnnotation

Config for image classification human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.ImageClassificationConfig

Config for image classification human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.ImageClassificationConfig

Container of information about an image.

Protobuf type google.cloud.datalabeling.v1beta1.ImagePayload

Container of information about an image.

Protobuf type google.cloud.datalabeling.v1beta1.ImagePayload

A polyline for the image annotation.

Protobuf type google.cloud.datalabeling.v1beta1.ImagePolylineAnnotation

A polyline for the image annotation.

Protobuf type google.cloud.datalabeling.v1beta1.ImagePolylineAnnotation

Image segmentation annotation.

Protobuf type google.cloud.datalabeling.v1beta1.ImageSegmentationAnnotation

Image segmentation annotation.

Protobuf type google.cloud.datalabeling.v1beta1.ImageSegmentationAnnotation

Metadata of an ImportData operation.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataOperationMetadata

Metadata of an ImportData operation.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataOperationMetadata

Response used for ImportData longrunning operation.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataOperationResponse

Response used for ImportData longrunning operation.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataOperationResponse

Request message for ImportData API.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataRequest

Request message for ImportData API.

Protobuf type google.cloud.datalabeling.v1beta1.ImportDataRequest

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

Protobuf type google.cloud.datalabeling.v1beta1.InputConfig

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

Protobuf type google.cloud.datalabeling.v1beta1.InputConfig

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

Protobuf type google.cloud.datalabeling.v1beta1.Instruction

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

Details of a LabelImageBoundingBox operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageBoundingBoxOperationMetadata

Details of a LabelImageBoundingBox operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageBoundingBoxOperationMetadata

Details of LabelImageBoundingPoly operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageBoundingPolyOperationMetadata

Details of LabelImageBoundingPoly operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageBoundingPolyOperationMetadata

Metadata of a LabelImageClassification operation.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageClassificationOperationMetadata

Metadata of a LabelImageClassification operation.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageClassificationOperationMetadata

Details of a LabelImageOrientedBoundingBox operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageOrientedBoundingBoxOperationMetadata

Details of a LabelImageOrientedBoundingBox operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageOrientedBoundingBoxOperationMetadata

Details of LabelImagePolyline operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImagePolylineOperationMetadata

Details of LabelImagePolyline operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImagePolylineOperationMetadata

Request message for starting an image labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageRequest

Request message for starting an image labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageRequest

Details of a LabelImageSegmentation operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageSegmentationOperationMetadata

Details of a LabelImageSegmentation operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelImageSegmentationOperationMetadata

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

Protobuf type google.cloud.datalabeling.v1beta1.LabelOperationMetadata

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

Protobuf type google.cloud.datalabeling.v1beta1.LabelOperationMetadata

Statistics about annotation specs.

Protobuf type google.cloud.datalabeling.v1beta1.LabelStats

Statistics about annotation specs.

Protobuf type google.cloud.datalabeling.v1beta1.LabelStats

Details of a LabelTextClassification operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextClassificationOperationMetadata

Details of a LabelTextClassification operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextClassificationOperationMetadata

Details of a LabelTextEntityExtraction operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextEntityExtractionOperationMetadata

Details of a LabelTextEntityExtraction operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextEntityExtractionOperationMetadata

Request message for LabelText.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextRequest

Request message for LabelText.

Protobuf type google.cloud.datalabeling.v1beta1.LabelTextRequest

Details of a LabelVideoClassification operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoClassificationOperationMetadata

Details of a LabelVideoClassification operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoClassificationOperationMetadata

Details of a LabelVideoEvent operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoEventOperationMetadata

Details of a LabelVideoEvent operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoEventOperationMetadata

Details of a LabelVideoObjectDetection operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoObjectDetectionOperationMetadata

Details of a LabelVideoObjectDetection operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoObjectDetectionOperationMetadata

Details of a LabelVideoObjectTracking operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoObjectTrackingOperationMetadata

Details of a LabelVideoObjectTracking operation metadata.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoObjectTrackingOperationMetadata

Request message for LabelVideo.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoRequest

Request message for LabelVideo.

Protobuf type google.cloud.datalabeling.v1beta1.LabelVideoRequest

Request message for ListAnnotatedDatasets.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotatedDatasetsRequest

Request message for ListAnnotatedDatasets.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotatedDatasetsRequest

Results of listing annotated datasets for a dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotatedDatasetsResponse

Results of listing annotated datasets for a dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotatedDatasetsResponse

Request message for ListAnnotationSpecSets.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsRequest

Request message for ListAnnotationSpecSets.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsRequest

Results of listing annotation spec set under a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsResponse

Results of listing annotation spec set under a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsResponse

Request message for ListDataItems.

Protobuf type google.cloud.datalabeling.v1beta1.ListDataItemsRequest

Request message for ListDataItems.

Protobuf type google.cloud.datalabeling.v1beta1.ListDataItemsRequest

Results of listing data items in a dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListDataItemsResponse

Results of listing data items in a dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListDataItemsResponse

Request message for ListDataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListDatasetsRequest

Request message for ListDataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListDatasetsRequest

Results of listing datasets within a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListDatasetsResponse

Results of listing datasets within a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListDatasetsResponse

Request message for ListEvaluationJobs.

Protobuf type google.cloud.datalabeling.v1beta1.ListEvaluationJobsRequest

Request message for ListEvaluationJobs.

Protobuf type google.cloud.datalabeling.v1beta1.ListEvaluationJobsRequest

Results for listing evaluation jobs.

Protobuf type google.cloud.datalabeling.v1beta1.ListEvaluationJobsResponse

Results for listing evaluation jobs.

Protobuf type google.cloud.datalabeling.v1beta1.ListEvaluationJobsResponse

Request message for ListExamples.

Protobuf type google.cloud.datalabeling.v1beta1.ListExamplesRequest

Request message for ListExamples.

Protobuf type google.cloud.datalabeling.v1beta1.ListExamplesRequest

Results of listing Examples in and annotated dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListExamplesResponse

Results of listing Examples in and annotated dataset.

Protobuf type google.cloud.datalabeling.v1beta1.ListExamplesResponse

Request message for ListInstructions.

Protobuf type google.cloud.datalabeling.v1beta1.ListInstructionsRequest

Request message for ListInstructions.

Protobuf type google.cloud.datalabeling.v1beta1.ListInstructionsRequest

Results of listing instructions under a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListInstructionsResponse

Results of listing instructions under a project.

Protobuf type google.cloud.datalabeling.v1beta1.ListInstructionsResponse

Normalized bounding polygon.

Protobuf type google.cloud.datalabeling.v1beta1.NormalizedBoundingPoly

Normalized bounding polygon.

Protobuf type google.cloud.datalabeling.v1beta1.NormalizedBoundingPoly

Normalized polyline.

Protobuf type google.cloud.datalabeling.v1beta1.NormalizedPolyline

Normalized polyline.

Protobuf type google.cloud.datalabeling.v1beta1.NormalizedPolyline

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

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

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

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

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

Protobuf type google.cloud.datalabeling.v1beta1.ObjectDetectionMetrics

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

Protobuf type google.cloud.datalabeling.v1beta1.ObjectDetectionMetrics

Config for video object tracking human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectTrackingConfig

Config for video object tracking human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectTrackingConfig

Video frame level annotation for object detection and tracking.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectTrackingFrame

Video frame level annotation for object detection and tracking.

Protobuf type google.cloud.datalabeling.v1beta1.ObjectTrackingFrame

General information useful for labels coming from contributors.

Protobuf type google.cloud.datalabeling.v1beta1.OperatorMetadata

General information useful for labels coming from contributors.

Protobuf type google.cloud.datalabeling.v1beta1.OperatorMetadata

The configuration of output data.

Protobuf type google.cloud.datalabeling.v1beta1.OutputConfig

The configuration of output data.

Protobuf type google.cloud.datalabeling.v1beta1.OutputConfig

Request message for PauseEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.PauseEvaluationJobRequest

Request message for PauseEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.PauseEvaluationJobRequest

Instruction from a PDF file.

Protobuf type google.cloud.datalabeling.v1beta1.PdfInstruction

Instruction from a PDF file.

Protobuf type google.cloud.datalabeling.v1beta1.PdfInstruction

A line with multiple line segments.

Protobuf type google.cloud.datalabeling.v1beta1.Polyline

A line with multiple line segments.

Protobuf type google.cloud.datalabeling.v1beta1.Polyline

Config for image polyline human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.PolylineConfig

Config for image polyline human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.PolylineConfig

Protobuf type google.cloud.datalabeling.v1beta1.PrCurve

Protobuf type google.cloud.datalabeling.v1beta1.PrCurve

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

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

Builder for projects/{project}.

Request message ResumeEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.ResumeEvaluationJobRequest

Request message ResumeEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.ResumeEvaluationJobRequest

Request message for SearchEvaluation.

Protobuf type google.cloud.datalabeling.v1beta1.SearchEvaluationsRequest

Request message for SearchEvaluation.

Protobuf type google.cloud.datalabeling.v1beta1.SearchEvaluationsRequest

Results of searching evaluations.

Protobuf type google.cloud.datalabeling.v1beta1.SearchEvaluationsResponse

Results of searching evaluations.

Protobuf type google.cloud.datalabeling.v1beta1.SearchEvaluationsResponse

Request message of SearchExampleComparisons.

Protobuf type google.cloud.datalabeling.v1beta1.SearchExampleComparisonsRequest

Request message of SearchExampleComparisons.

Protobuf type google.cloud.datalabeling.v1beta1.SearchExampleComparisonsRequest

Results of searching example comparisons.

Protobuf type google.cloud.datalabeling.v1beta1.SearchExampleComparisonsResponse

Results of searching example comparisons.

Protobuf type google.cloud.datalabeling.v1beta1.SearchExampleComparisonsResponse

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

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

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

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

Config for image segmentation

Protobuf type google.cloud.datalabeling.v1beta1.SegmentationConfig

Config for image segmentation

Protobuf type google.cloud.datalabeling.v1beta1.SegmentationConfig

Config for setting up sentiments.

Protobuf type google.cloud.datalabeling.v1beta1.SentimentConfig

Config for setting up sentiments.

Protobuf type google.cloud.datalabeling.v1beta1.SentimentConfig

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

Protobuf type google.cloud.datalabeling.v1beta1.SequentialSegment

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

Protobuf type google.cloud.datalabeling.v1beta1.SequentialSegment

Text classification annotation.

Protobuf type google.cloud.datalabeling.v1beta1.TextClassificationAnnotation

Text classification annotation.

Protobuf type google.cloud.datalabeling.v1beta1.TextClassificationAnnotation

Config for text classification human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.TextClassificationConfig

Config for text classification human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.TextClassificationConfig

Text entity extraction annotation.

Protobuf type google.cloud.datalabeling.v1beta1.TextEntityExtractionAnnotation

Text entity extraction annotation.

Protobuf type google.cloud.datalabeling.v1beta1.TextEntityExtractionAnnotation

Config for text entity extraction human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.TextEntityExtractionConfig

Config for text entity extraction human labeling task.

Protobuf type google.cloud.datalabeling.v1beta1.TextEntityExtractionConfig

Metadata for the text.

Protobuf type google.cloud.datalabeling.v1beta1.TextMetadata

Metadata for the text.

Protobuf type google.cloud.datalabeling.v1beta1.TextMetadata

Container of information about a piece of text.

Protobuf type google.cloud.datalabeling.v1beta1.TextPayload

Container of information about a piece of text.

Protobuf type google.cloud.datalabeling.v1beta1.TextPayload

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

Protobuf type google.cloud.datalabeling.v1beta1.TimeSegment

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

Protobuf type google.cloud.datalabeling.v1beta1.TimeSegment

Request message for UpdateEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.UpdateEvaluationJobRequest

Request message for UpdateEvaluationJob.

Protobuf type google.cloud.datalabeling.v1beta1.UpdateEvaluationJobRequest

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

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

Video classification annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoClassificationAnnotation

Video classification annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoClassificationAnnotation

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

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

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

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

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

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

Video event annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoEventAnnotation

Video event annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoEventAnnotation

Video object tracking annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoObjectTrackingAnnotation

Video object tracking annotation.

Protobuf type google.cloud.datalabeling.v1beta1.VideoObjectTrackingAnnotation

Container of information of a video.

Protobuf type google.cloud.datalabeling.v1beta1.VideoPayload

Container of information of a video.

Protobuf type google.cloud.datalabeling.v1beta1.VideoPayload

Container of information of a video thumbnail.

Protobuf type google.cloud.datalabeling.v1beta1.VideoThumbnail

Container of information of a video thumbnail.

Protobuf type google.cloud.datalabeling.v1beta1.VideoThumbnail

Protobuf enum google.cloud.datalabeling.v1beta1.AnnotationSentiment

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

Protobuf enum google.cloud.datalabeling.v1beta1.AnnotationType

Protobuf enum google.cloud.datalabeling.v1beta1.DataType

State of the job.

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

Image labeling task feature.

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

Text labeling task feature.

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

Video labeling task feature.

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

Protobuf enum google.cloud.datalabeling.v1beta1.StringAggregationType