All Classes and Interfaces

Class
Description
AnnotatedDataset is a set holding annotations for data in a Dataset.
AnnotatedDataset is a set holding annotations for data in a Dataset.
Metadata on AnnotatedDataset.
 
Metadata on AnnotatedDataset.
 
 
Builder for projects/{project}/datasets/{dataset}/annotatedDatasets/{annotated_dataset}.
 
Annotation for Example.
Annotation for Example.
Additional information associated with the annotation.
Additional information associated with the annotation.
 
 
 
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).
Container of information related to one possible annotation that can be used in a labeling task.
Container of information related to one possible annotation that can be used in a labeling task.
 
An AnnotationSpecSet is a collection of label definitions.
An AnnotationSpecSet is a collection of label definitions.
 
Builder for projects/{project}/annotationSpecSets/{annotation_spec_set}.
 
 
Protobuf enum google.cloud.datalabeling.v1beta1.AnnotationType
Annotation value for an example.
Annotation value for an example.
 
 
Records a failed evaluation job run.
Records a failed evaluation job run.
 
The BigQuery location for input data.
The BigQuery location for input data.
 
Options regarding evaluation between bounding boxes.
Options regarding evaluation between bounding boxes.
 
A bounding polygon in the image.
A bounding polygon in the image.
Config for image bounding poly (and bounding box) human labeling task.
Config for image bounding poly (and bounding box) human labeling task.
 
 
Metadata for classification annotations.
Metadata for classification annotations.
 
Metrics calculated for a classification model.
Metrics calculated for a classification model.
 
Confusion matrix of the model running the classification.
Confusion matrix of the model running the classification.
Protobuf type google.cloud.datalabeling.v1beta1.ConfusionMatrix.ConfusionMatrixEntry
Protobuf type google.cloud.datalabeling.v1beta1.ConfusionMatrix.ConfusionMatrixEntry
 
A row in the confusion matrix.
A row in the confusion matrix.
 
 
Request message for CreateAnnotationSpecSet.
Request message for CreateAnnotationSpecSet.
 
Request message for CreateDataset.
Request message for CreateDataset.
 
Request message for CreateEvaluationJob.
Request message for CreateEvaluationJob.
 
Metadata of a CreateInstruction operation.
Metadata of a CreateInstruction operation.
 
Request message for CreateInstruction.
Request message for CreateInstruction.
 
Deprecated: this instruction format is not supported any more.
Deprecated: this instruction format is not supported any more.
 
DataItem is a piece of data, without annotation.
DataItem is a piece of data, without annotation.
 
 
Builder for projects/{project}/datasets/{dataset}/dataItems/{data_item}.
 
 
 
Dataset is the resource to hold your data.
Dataset is the resource to hold your data.
 
Builder for projects/{project}/datasets/{dataset}.
 
 
Protobuf enum google.cloud.datalabeling.v1beta1.DataType
Request message for DeleteAnnotatedDataset.
Request message for DeleteAnnotatedDataset.
 
Request message for DeleteAnnotationSpecSet.
Request message for DeleteAnnotationSpecSet.
 
Request message for DeleteDataset.
Request message for DeleteDataset.
 
Request message DeleteEvaluationJob.
Request message DeleteEvaluationJob.
 
Request message for DeleteInstruction.
Request message for DeleteInstruction.
 
Describes an evaluation between a machine learning model's predictions and ground truth labels.
Describes an evaluation between a machine learning model's predictions and ground truth labels.
Configuration details used for calculating evaluation metrics and creating an [Evaluation][google.cloud.datalabeling.v1beta1.Evaluation].
Configuration details used for calculating evaluation metrics and creating an [Evaluation][google.cloud.datalabeling.v1beta1.Evaluation].
 
 
Defines an evaluation job that runs periodically to generate [Evaluations][google.cloud.datalabeling.v1beta1.Evaluation].
Defines an evaluation job that runs periodically to generate [Evaluations][google.cloud.datalabeling.v1beta1.Evaluation].
State of the job.
Provides details for how an evaluation job sends email alerts based on the results of a run.
Provides details for how an evaluation job sends email alerts based on the results of a run.
 
Configures specific details of how a continuous evaluation job works.
Configures specific details of how a continuous evaluation job works.
 
 
 
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.
Config for video event human labeling task.
 
An Example is a piece of data and its annotation.
An Example is a piece of data and its annotation.
 
 
Builder for projects/{project}/datasets/{dataset}/annotatedDatasets/{annotated_dataset}/examples/{example}.
 
Metadata of an ExportData operation.
Metadata of an ExportData operation.
 
Response used for ExportDataset longrunning operation.
Response used for ExportDataset longrunning operation.
 
Request message for ExportData API.
Request message for ExportData API.
 
Export destination of the data.Only gcs path is allowed in output_uri.
Export destination of the data.Only gcs path is allowed in output_uri.
 
Export folder destination of the data.
Export folder destination of the data.
 
Source of the Cloud Storage file to be imported.
Source of the Cloud Storage file to be imported.
 
Request message for GetAnnotatedDataset.
Request message for GetAnnotatedDataset.
 
Request message for GetAnnotationSpecSet.
Request message for GetAnnotationSpecSet.
 
Request message for GetDataItem.
Request message for GetDataItem.
 
Request message for GetDataSet.
Request message for GetDataSet.
 
Request message for GetEvaluationJob.
Request message for GetEvaluationJob.
 
Request message for GetEvaluation.
Request message for GetEvaluation.
 
Request message for GetExample
Request message for GetExample
 
Request message for GetInstruction.
Request message for GetInstruction.
 
Configuration for how human labeling task should be done.
Configuration for how human labeling task should be done.
 
 
Image bounding poly annotation.
 
Image bounding poly annotation.
 
Image classification annotation definition.
Image classification annotation definition.
 
Config for image classification human labeling task.
Config for image classification human labeling task.
 
Container of information about an image.
Container of information about an image.
 
A polyline for the image annotation.
A polyline for the image annotation.
 
 
Image segmentation annotation.
Image segmentation annotation.
 
Metadata of an ImportData operation.
Metadata of an ImportData operation.
 
Response used for ImportData longrunning operation.
Response used for ImportData longrunning operation.
 
Request message for ImportData API.
Request message for ImportData API.
 
The configuration of input data, including data type, location, etc.
The configuration of input data, including data type, location, etc.
 
 
 
Instruction of how to perform the labeling task for human operators.
Instruction of how to perform the labeling task for human operators.
 
Builder for projects/{project}/instructions/{instruction}.
 
 
Details of a LabelImageBoundingBox operation metadata.
Details of a LabelImageBoundingBox operation metadata.
 
Details of LabelImageBoundingPoly operation metadata.
Details of LabelImageBoundingPoly operation metadata.
 
Metadata of a LabelImageClassification operation.
Metadata of a LabelImageClassification operation.
 
Details of a LabelImageOrientedBoundingBox operation metadata.
Details of a LabelImageOrientedBoundingBox operation metadata.
 
Details of LabelImagePolyline operation metadata.
Details of LabelImagePolyline operation metadata.
 
Request message for starting an image labeling task.
Request message for starting an image labeling task.
Image labeling task feature.
 
 
Details of a LabelImageSegmentation operation metadata.
Details of a LabelImageSegmentation operation metadata.
 
Metadata of a labeling operation, such as LabelImage or LabelVideo.
Metadata of a labeling operation, such as LabelImage or LabelVideo.
 
 
Statistics about annotation specs.
Statistics about annotation specs.
 
Details of a LabelTextClassification operation metadata.
Details of a LabelTextClassification operation metadata.
 
Details of a LabelTextEntityExtraction operation metadata.
Details of a LabelTextEntityExtraction operation metadata.
 
Request message for LabelText.
Request message for LabelText.
Text labeling task feature.
 
 
Details of a LabelVideoClassification operation metadata.
Details of a LabelVideoClassification operation metadata.
 
Details of a LabelVideoEvent operation metadata.
Details of a LabelVideoEvent operation metadata.
 
Details of a LabelVideoObjectDetection operation metadata.
Details of a LabelVideoObjectDetection operation metadata.
 
Details of a LabelVideoObjectTracking operation metadata.
Details of a LabelVideoObjectTracking operation metadata.
 
Request message for LabelVideo.
Request message for LabelVideo.
Video labeling task feature.
 
 
Request message for ListAnnotatedDatasets.
Request message for ListAnnotatedDatasets.
 
Results of listing annotated datasets for a dataset.
Results of listing annotated datasets for a dataset.
 
Request message for ListAnnotationSpecSets.
Request message for ListAnnotationSpecSets.
 
Results of listing annotation spec set under a project.
Results of listing annotation spec set under a project.
 
Request message for ListDataItems.
Request message for ListDataItems.
 
Results of listing data items in a dataset.
Results of listing data items in a dataset.
 
Request message for ListDataset.
Request message for ListDataset.
 
Results of listing datasets within a project.
Results of listing datasets within a project.
 
Request message for ListEvaluationJobs.
Request message for ListEvaluationJobs.
 
Results for listing evaluation jobs.
Results for listing evaluation jobs.
 
Request message for ListExamples.
Request message for ListExamples.
 
Results of listing Examples in and annotated dataset.
Results of listing Examples in and annotated dataset.
 
Request message for ListInstructions.
Request message for ListInstructions.
 
Results of listing instructions under a project.
Results of listing instructions under a project.
 
Normalized bounding polygon.
Normalized bounding polygon.
 
Normalized polyline.
Normalized polyline.
 
A vertex represents a 2D point in the image.
A vertex represents a 2D point in the image.
 
Config for video object detection human labeling task.
Config for video object detection human labeling task.
 
Metrics calculated for an image object detection (bounding box) model.
Metrics calculated for an image object detection (bounding box) model.
 
Config for video object tracking human labeling task.
Config for video object tracking human labeling task.
 
Video frame level annotation for object detection and tracking.
 
Video frame level annotation for object detection and tracking.
 
 
General information useful for labels coming from contributors.
General information useful for labels coming from contributors.
 
The configuration of output data.
The configuration of output data.
 
 
Request message for PauseEvaluationJob.
Request message for PauseEvaluationJob.
 
Instruction from a PDF file.
Instruction from a PDF file.
 
A line with multiple line segments.
A line with multiple line segments.
Config for image polyline human labeling task.
Config for image polyline human labeling task.
 
 
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.
Request message ResumeEvaluationJob.
 
Request message for SearchEvaluation.
Request message for SearchEvaluation.
 
Results of searching evaluations.
Results of searching evaluations.
 
Request message of SearchExampleComparisons.
Request message of SearchExampleComparisons.
 
Results of searching example comparisons.
Results of searching example comparisons.
Example comparisons comparing ground truth output and predictions for a specific input.
Example comparisons comparing ground truth output and predictions for a specific input.
 
 
Config for image segmentation
Config for image segmentation
 
Config for setting up sentiments.
Config for setting up sentiments.
 
Start and end position in a sequence (e.g. text segment).
Start and end position in a sequence (e.g. text segment).
 
Protobuf enum google.cloud.datalabeling.v1beta1.StringAggregationType
Text classification annotation.
Text classification annotation.
 
Config for text classification human labeling task.
Config for text classification human labeling task.
 
Text entity extraction annotation.
Text entity extraction annotation.
 
Config for text entity extraction human labeling task.
Config for text entity extraction human labeling task.
 
Metadata for the text.
Metadata for the text.
 
Container of information about a piece of text.
Container of information about a piece of text.
 
A time period inside of an example that has a time dimension (e.g. video).
A time period inside of an example that has a time dimension (e.g. video).
 
Request message for UpdateEvaluationJob.
Request message for UpdateEvaluationJob.
 
A vertex represents a 2D point in the image.
A vertex represents a 2D point in the image.
 
Video classification annotation.
Video classification annotation.
 
Config for video classification human labeling task.
Annotation spec set with the setting of allowing multi labels or not.
Annotation spec set with the setting of allowing multi labels or not.
 
Config for video classification human labeling task.
 
Video event annotation.
Video event annotation.
 
Video object tracking annotation.
Video object tracking annotation.
 
Container of information of a video.
Container of information of a video.
 
Container of information of a video thumbnail.
Container of information of a video thumbnail.