Module google_api_proto::google::cloud::datalabeling::v1beta1

Modules

• annotated_dataset_metadata
  Nested message and enum types in AnnotatedDatasetMetadata.
• annotation_value
  Nested message and enum types in AnnotationValue.
• confusion_matrix
  Nested message and enum types in ConfusionMatrix.
• data_item
  Nested message and enum types in DataItem.
• data_labeling_service_client
  Generated client implementations.
• evaluation_config
  Nested message and enum types in EvaluationConfig.
• evaluation_job
  Nested message and enum types in EvaluationJob.
• evaluation_job_config
  Nested message and enum types in EvaluationJobConfig.
• evaluation_metrics
  Nested message and enum types in EvaluationMetrics.
• example
  Nested message and enum types in Example.
• image_bounding_poly_annotation
  Nested message and enum types in ImageBoundingPolyAnnotation.
• image_polyline_annotation
  Nested message and enum types in ImagePolylineAnnotation.
• input_config
  Nested message and enum types in InputConfig.
• label_image_request
  Nested message and enum types in LabelImageRequest.
• label_operation_metadata
  Nested message and enum types in LabelOperationMetadata.
• label_text_request
  Nested message and enum types in LabelTextRequest.
• label_video_request
  Nested message and enum types in LabelVideoRequest.
• object_tracking_frame
  Nested message and enum types in ObjectTrackingFrame.
• output_config
  Nested message and enum types in OutputConfig.
• pr_curve
  Nested message and enum types in PrCurve.
• search_example_comparisons_response
  Nested message and enum types in SearchExampleComparisonsResponse.
• video_classification_config
  Nested message and enum types in VideoClassificationConfig.

Structs

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

Enums

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