Module gapi_grpc::google::cloud::automl::v1

Modules

annotation_payload
auto_ml_client	Generated client implementations.
batch_predict_input_config
batch_predict_operation_metadata
batch_predict_output_config
bounding_box_metrics_entry
classification_evaluation_metrics
dataset
deploy_model_request
document
document_dimensions
example_payload
export_data_operation_metadata
export_model_operation_metadata
image
input_config
model
model_evaluation
model_export_output_config
operation_metadata
output_config
prediction_service_client	Generated client implementations.
text_extraction_annotation
text_extraction_evaluation_metrics

Structs

AnnotationPayload	Contains annotation information that is relevant to AutoML.
AnnotationSpec	A definition of an annotation spec.
BatchPredictInputConfig	Input configuration for BatchPredict Action.
BatchPredictOperationMetadata	Details of BatchPredict operation.
BatchPredictOutputConfig	Output configuration for BatchPredict Action.
BatchPredictRequest	Request message for [PredictionService.BatchPredict][google.cloud.automl.v1.PredictionService.BatchPredict].
BatchPredictResult	Result of the Batch Predict. This message is returned in [response][google.longrunning.Operation.response] of the operation returned by the [PredictionService.BatchPredict][google.cloud.automl.v1.PredictionService.BatchPredict].
BoundingBoxMetricsEntry	Bounding box matching model metrics for a single intersection-over-union threshold and multiple label match confidence thresholds.
BoundingPoly	A bounding polygon of a detected object on a plane. On output both vertices and normalized_vertices are provided. The polygon is formed by connecting vertices in the order they are listed.
ClassificationAnnotation	Contains annotation details specific to classification.
ClassificationEvaluationMetrics	Model evaluation metrics for classification problems. Note: For Video Classification this metrics only describe quality of the Video Classification predictions of “segment_classification” type.
CreateDatasetOperationMetadata	Details of CreateDataset operation.
CreateDatasetRequest	Request message for [AutoMl.CreateDataset][google.cloud.automl.v1.AutoMl.CreateDataset].
CreateModelOperationMetadata	Details of CreateModel operation.
CreateModelRequest	Request message for [AutoMl.CreateModel][google.cloud.automl.v1.AutoMl.CreateModel].
Dataset	A workspace for solving a single, particular machine learning (ML) problem. A workspace contains examples that may be annotated.
DeleteDatasetRequest	Request message for [AutoMl.DeleteDataset][google.cloud.automl.v1.AutoMl.DeleteDataset].
DeleteModelRequest	Request message for [AutoMl.DeleteModel][google.cloud.automl.v1.AutoMl.DeleteModel].
DeleteOperationMetadata	Details of operations that perform deletes of any entities.
DeployModelOperationMetadata	Details of DeployModel operation.
DeployModelRequest	Request message for [AutoMl.DeployModel][google.cloud.automl.v1.AutoMl.DeployModel].
Document	A structured text document e.g. a PDF.
DocumentDimensions	Message that describes dimension of a document.
DocumentInputConfig	Input configuration of a [Document][google.cloud.automl.v1.Document].
ExamplePayload	Example data used for training or prediction.
ExportDataOperationMetadata	Details of ExportData operation.
ExportDataRequest	Request message for [AutoMl.ExportData][google.cloud.automl.v1.AutoMl.ExportData].
ExportModelOperationMetadata	Details of ExportModel operation.
ExportModelRequest	Request message for [AutoMl.ExportModel][google.cloud.automl.v1.AutoMl.ExportModel]. Models need to be enabled for exporting, otherwise an error code will be returned.
GcsDestination	The Google Cloud Storage location where the output is to be written to.
GcsSource	The Google Cloud Storage location for the input content.
GetAnnotationSpecRequest	Request message for [AutoMl.GetAnnotationSpec][google.cloud.automl.v1.AutoMl.GetAnnotationSpec].
GetDatasetRequest	Request message for [AutoMl.GetDataset][google.cloud.automl.v1.AutoMl.GetDataset].
GetModelEvaluationRequest	Request message for [AutoMl.GetModelEvaluation][google.cloud.automl.v1.AutoMl.GetModelEvaluation].
GetModelRequest	Request message for [AutoMl.GetModel][google.cloud.automl.v1.AutoMl.GetModel].
Image	A representation of an image. Only images up to 30MB in size are supported.
ImageClassificationDatasetMetadata	Dataset metadata that is specific to image classification.
ImageClassificationModelDeploymentMetadata	Model deployment metadata specific to Image Classification.
ImageClassificationModelMetadata	Model metadata for image classification.
ImageObjectDetectionAnnotation	Annotation details for image object detection.
ImageObjectDetectionDatasetMetadata	Dataset metadata specific to image object detection.
ImageObjectDetectionEvaluationMetrics	Model evaluation metrics for image object detection problems. Evaluates prediction quality of labeled bounding boxes.
ImageObjectDetectionModelDeploymentMetadata	Model deployment metadata specific to Image Object Detection.
ImageObjectDetectionModelMetadata	Model metadata specific to image object detection.
ImportDataOperationMetadata	Details of ImportData operation.
ImportDataRequest	Request message for [AutoMl.ImportData][google.cloud.automl.v1.AutoMl.ImportData].
InputConfig	Input configuration for [AutoMl.ImportData][google.cloud.automl.v1.AutoMl.ImportData] action.
ListDatasetsRequest	Request message for [AutoMl.ListDatasets][google.cloud.automl.v1.AutoMl.ListDatasets].
ListDatasetsResponse	Response message for [AutoMl.ListDatasets][google.cloud.automl.v1.AutoMl.ListDatasets].
ListModelEvaluationsRequest	Request message for [AutoMl.ListModelEvaluations][google.cloud.automl.v1.AutoMl.ListModelEvaluations].
ListModelEvaluationsResponse	Response message for [AutoMl.ListModelEvaluations][google.cloud.automl.v1.AutoMl.ListModelEvaluations].
ListModelsRequest	Request message for [AutoMl.ListModels][google.cloud.automl.v1.AutoMl.ListModels].
ListModelsResponse	Response message for [AutoMl.ListModels][google.cloud.automl.v1.AutoMl.ListModels].
Model	API proto representing a trained machine learning model.
ModelEvaluation	Evaluation results of a model.
ModelExportOutputConfig	Output configuration for ModelExport Action.
NormalizedVertex	A vertex represents a 2D point in the image. The normalized vertex coordinates are between 0 to 1 fractions relative to the original plane (image, video). E.g. if the plane (e.g. whole image) would have size 10 x 20 then a point with normalized coordinates (0.1, 0.3) would be at the position (1, 6) on that plane.
OperationMetadata	Metadata used across all long running operations returned by AutoML API.
OutputConfig	For Translation: CSV file translation.csv, with each line in format: ML_USE,GCS_FILE_PATH GCS_FILE_PATH leads to a .TSV file which describes examples that have given ML_USE, using the following row format per line: TEXT_SNIPPET (in source language) \t TEXT_SNIPPET (in target language) For Tables: Output depends on whether the dataset was imported from Google Cloud Storage or BigQuery. Google Cloud Storage case:
PredictRequest	Request message for [PredictionService.Predict][google.cloud.automl.v1.PredictionService.Predict].
PredictResponse	Response message for [PredictionService.Predict][google.cloud.automl.v1.PredictionService.Predict].
TextClassificationDatasetMetadata	Dataset metadata for classification.
TextClassificationModelMetadata	Model metadata that is specific to text classification.
TextExtractionAnnotation	Annotation for identifying spans of text.
TextExtractionDatasetMetadata	Dataset metadata that is specific to text extraction
TextExtractionEvaluationMetrics	Model evaluation metrics for text extraction problems.
TextExtractionModelMetadata	Model metadata that is specific to text extraction.
TextSegment	A contiguous part of a text (string), assuming it has an UTF-8 NFC encoding.
TextSentimentAnnotation	Contains annotation details specific to text sentiment.
TextSentimentDatasetMetadata	Dataset metadata for text sentiment.
TextSentimentEvaluationMetrics	Model evaluation metrics for text sentiment problems.
TextSentimentModelMetadata	Model metadata that is specific to text sentiment.
TextSnippet	A representation of a text snippet.
TranslationAnnotation	Annotation details specific to translation.
TranslationDatasetMetadata	Dataset metadata that is specific to translation.
TranslationEvaluationMetrics	Evaluation metrics for the dataset.
TranslationModelMetadata	Model metadata that is specific to translation.
UndeployModelOperationMetadata	Details of UndeployModel operation.
UndeployModelRequest	Request message for [AutoMl.UndeployModel][google.cloud.automl.v1.AutoMl.UndeployModel].
UpdateDatasetRequest	Request message for [AutoMl.UpdateDataset][google.cloud.automl.v1.AutoMl.UpdateDataset]
UpdateModelRequest	Request message for [AutoMl.UpdateModel][google.cloud.automl.v1.AutoMl.UpdateModel]

Enums

ClassificationType

Type of the classification problem.