| Class | Description |
|---|---|
| AnnotationPayload |
Contains annotation information that is relevant to AutoML.
|
| AnnotationPayload.Builder |
Contains annotation information that is relevant to AutoML.
|
| AnnotationPayloadOuterClass | |
| AnnotationSpec |
A definition of an annotation spec.
|
| AnnotationSpec.Builder |
A definition of an annotation spec.
|
| AnnotationSpecName | |
| AnnotationSpecName.Builder |
Builder for
projects/{project}/locations/{location}/datasets/{dataset}/annotationSpecs/{annotation_spec}.
|
| AnnotationSpecOuterClass | |
| AutoMlProto | |
| BatchPredictInputConfig |
Input configuration for BatchPredict Action.
|
| BatchPredictInputConfig.Builder |
Input configuration for BatchPredict Action.
|
| BatchPredictOperationMetadata |
Details of BatchPredict operation.
|
| BatchPredictOperationMetadata.BatchPredictOutputInfo |
Further describes this batch predict's output.
|
| BatchPredictOperationMetadata.BatchPredictOutputInfo.Builder |
Further describes this batch predict's output.
|
| BatchPredictOperationMetadata.Builder |
Details of BatchPredict operation.
|
| BatchPredictOutputConfig |
Output configuration for BatchPredict Action.
|
| BatchPredictOutputConfig.Builder |
Output configuration for BatchPredict Action.
|
| BatchPredictRequest |
Request message for [PredictionService.BatchPredict][google.cloud.automl.v1.PredictionService.BatchPredict].
|
| BatchPredictRequest.Builder |
Request message for [PredictionService.BatchPredict][google.cloud.automl.v1.PredictionService.BatchPredict].
|
| BatchPredictResult |
Result of the Batch Predict.
|
| BatchPredictResult.Builder |
Result of the Batch Predict.
|
| BoundingBoxMetricsEntry |
Bounding box matching model metrics for a single intersection-over-union
threshold and multiple label match confidence thresholds.
|
| BoundingBoxMetricsEntry.Builder |
Bounding box matching model metrics for a single intersection-over-union
threshold and multiple label match confidence thresholds.
|
| BoundingBoxMetricsEntry.ConfidenceMetricsEntry |
Metrics for a single confidence threshold.
|
| BoundingBoxMetricsEntry.ConfidenceMetricsEntry.Builder |
Metrics for a single confidence threshold.
|
| BoundingPoly |
A bounding polygon of a detected object on a plane.
|
| BoundingPoly.Builder |
A bounding polygon of a detected object on a plane.
|
| ClassificationAnnotation |
Contains annotation details specific to classification.
|
| ClassificationAnnotation.Builder |
Contains annotation details specific to classification.
|
| ClassificationEvaluationMetrics |
Model evaluation metrics for classification problems.
|
| ClassificationEvaluationMetrics.Builder |
Model evaluation metrics for classification problems.
|
| ClassificationEvaluationMetrics.ConfidenceMetricsEntry |
Metrics for a single confidence threshold.
|
| ClassificationEvaluationMetrics.ConfidenceMetricsEntry.Builder |
Metrics for a single confidence threshold.
|
| ClassificationEvaluationMetrics.ConfusionMatrix |
Confusion matrix of the model running the classification.
|
| ClassificationEvaluationMetrics.ConfusionMatrix.Builder |
Confusion matrix of the model running the classification.
|
| ClassificationEvaluationMetrics.ConfusionMatrix.Row |
Output only.
|
| ClassificationEvaluationMetrics.ConfusionMatrix.Row.Builder |
Output only.
|
| ClassificationProto | |
| CreateDatasetOperationMetadata |
Details of CreateDataset operation.
|
| CreateDatasetOperationMetadata.Builder |
Details of CreateDataset operation.
|
| CreateDatasetRequest |
Request message for [AutoMl.CreateDataset][google.cloud.automl.v1.AutoMl.CreateDataset].
|
| CreateDatasetRequest.Builder |
Request message for [AutoMl.CreateDataset][google.cloud.automl.v1.AutoMl.CreateDataset].
|
| CreateModelOperationMetadata |
Details of CreateModel operation.
|
| CreateModelOperationMetadata.Builder |
Details of CreateModel operation.
|
| CreateModelRequest |
Request message for [AutoMl.CreateModel][google.cloud.automl.v1.AutoMl.CreateModel].
|
| CreateModelRequest.Builder |
Request message for [AutoMl.CreateModel][google.cloud.automl.v1.AutoMl.CreateModel].
|
| DataItems | |
| Dataset |
A workspace for solving a single, particular machine learning (ML) problem.
|
| Dataset.Builder |
A workspace for solving a single, particular machine learning (ML) problem.
|
| DatasetName | |
| DatasetName.Builder |
Builder for projects/{project}/locations/{location}/datasets/{dataset}.
|
| DatasetOuterClass | |
| DeleteDatasetRequest |
Request message for [AutoMl.DeleteDataset][google.cloud.automl.v1.AutoMl.DeleteDataset].
|
| DeleteDatasetRequest.Builder |
Request message for [AutoMl.DeleteDataset][google.cloud.automl.v1.AutoMl.DeleteDataset].
|
| DeleteModelRequest |
Request message for [AutoMl.DeleteModel][google.cloud.automl.v1.AutoMl.DeleteModel].
|
| DeleteModelRequest.Builder |
Request message for [AutoMl.DeleteModel][google.cloud.automl.v1.AutoMl.DeleteModel].
|
| DeleteOperationMetadata |
Details of operations that perform deletes of any entities.
|
| DeleteOperationMetadata.Builder |
Details of operations that perform deletes of any entities.
|
| DeployModelOperationMetadata |
Details of DeployModel operation.
|
| DeployModelOperationMetadata.Builder |
Details of DeployModel operation.
|
| DeployModelRequest |
Request message for [AutoMl.DeployModel][google.cloud.automl.v1.AutoMl.DeployModel].
|
| DeployModelRequest.Builder |
Request message for [AutoMl.DeployModel][google.cloud.automl.v1.AutoMl.DeployModel].
|
| Detection | |
| Document |
A structured text document e.g. a PDF.
|
| Document.Builder |
A structured text document e.g. a PDF.
|
| Document.Layout |
Describes the layout information of a [text_segment][google.cloud.automl.v1.Document.Layout.text_segment] in the document.
|
| Document.Layout.Builder |
Describes the layout information of a [text_segment][google.cloud.automl.v1.Document.Layout.text_segment] in the document.
|
| DocumentDimensions |
Message that describes dimension of a document.
|
| DocumentDimensions.Builder |
Message that describes dimension of a document.
|
| DocumentInputConfig |
Input configuration of a [Document][google.cloud.automl.v1.Document].
|
| DocumentInputConfig.Builder |
Input configuration of a [Document][google.cloud.automl.v1.Document].
|
| ExamplePayload |
Example data used for training or prediction.
|
| ExamplePayload.Builder |
Example data used for training or prediction.
|
| ExportDataOperationMetadata |
Details of ExportData operation.
|
| ExportDataOperationMetadata.Builder |
Details of ExportData operation.
|
| ExportDataOperationMetadata.ExportDataOutputInfo |
Further describes this export data's output.
|
| ExportDataOperationMetadata.ExportDataOutputInfo.Builder |
Further describes this export data's output.
|
| ExportDataRequest |
Request message for [AutoMl.ExportData][google.cloud.automl.v1.AutoMl.ExportData].
|
| ExportDataRequest.Builder |
Request message for [AutoMl.ExportData][google.cloud.automl.v1.AutoMl.ExportData].
|
| ExportModelOperationMetadata |
Details of ExportModel operation.
|
| ExportModelOperationMetadata.Builder |
Details of ExportModel operation.
|
| ExportModelOperationMetadata.ExportModelOutputInfo |
Further describes the output of model export.
|
| ExportModelOperationMetadata.ExportModelOutputInfo.Builder |
Further describes the output of model export.
|
| ExportModelRequest |
Request message for [AutoMl.ExportModel][google.cloud.automl.v1.AutoMl.ExportModel].
|
| ExportModelRequest.Builder |
Request message for [AutoMl.ExportModel][google.cloud.automl.v1.AutoMl.ExportModel].
|
| GcsDestination |
The Google Cloud Storage location where the output is to be written to.
|
| GcsDestination.Builder |
The Google Cloud Storage location where the output is to be written to.
|
| GcsSource |
The Google Cloud Storage location for the input content.
|
| GcsSource.Builder |
The Google Cloud Storage location for the input content.
|
| Geometry | |
| GetAnnotationSpecRequest |
Request message for [AutoMl.GetAnnotationSpec][google.cloud.automl.v1.AutoMl.GetAnnotationSpec].
|
| GetAnnotationSpecRequest.Builder |
Request message for [AutoMl.GetAnnotationSpec][google.cloud.automl.v1.AutoMl.GetAnnotationSpec].
|
| GetDatasetRequest |
Request message for [AutoMl.GetDataset][google.cloud.automl.v1.AutoMl.GetDataset].
|
| GetDatasetRequest.Builder |
Request message for [AutoMl.GetDataset][google.cloud.automl.v1.AutoMl.GetDataset].
|
| GetModelEvaluationRequest |
Request message for [AutoMl.GetModelEvaluation][google.cloud.automl.v1.AutoMl.GetModelEvaluation].
|
| GetModelEvaluationRequest.Builder |
Request message for [AutoMl.GetModelEvaluation][google.cloud.automl.v1.AutoMl.GetModelEvaluation].
|
| GetModelRequest |
Request message for [AutoMl.GetModel][google.cloud.automl.v1.AutoMl.GetModel].
|
| GetModelRequest.Builder |
Request message for [AutoMl.GetModel][google.cloud.automl.v1.AutoMl.GetModel].
|
| Image |
A representation of an image.
|
| Image.Builder |
A representation of an image.
|
| ImageClassificationDatasetMetadata |
Dataset metadata that is specific to image classification.
|
| ImageClassificationDatasetMetadata.Builder |
Dataset metadata that is specific to image classification.
|
| ImageClassificationModelDeploymentMetadata |
Model deployment metadata specific to Image Classification.
|
| ImageClassificationModelDeploymentMetadata.Builder |
Model deployment metadata specific to Image Classification.
|
| ImageClassificationModelMetadata |
Model metadata for image classification.
|
| ImageClassificationModelMetadata.Builder |
Model metadata for image classification.
|
| ImageObjectDetectionAnnotation |
Annotation details for image object detection.
|
| ImageObjectDetectionAnnotation.Builder |
Annotation details for image object detection.
|
| ImageObjectDetectionDatasetMetadata |
Dataset metadata specific to image object detection.
|
| ImageObjectDetectionDatasetMetadata.Builder |
Dataset metadata specific to image object detection.
|
| ImageObjectDetectionEvaluationMetrics |
Model evaluation metrics for image object detection problems.
|
| ImageObjectDetectionEvaluationMetrics.Builder |
Model evaluation metrics for image object detection problems.
|
| ImageObjectDetectionModelDeploymentMetadata |
Model deployment metadata specific to Image Object Detection.
|
| ImageObjectDetectionModelDeploymentMetadata.Builder |
Model deployment metadata specific to Image Object Detection.
|
| ImageObjectDetectionModelMetadata |
Model metadata specific to image object detection.
|
| ImageObjectDetectionModelMetadata.Builder |
Model metadata specific to image object detection.
|
| ImageProto | |
| ImportDataOperationMetadata |
Details of ImportData operation.
|
| ImportDataOperationMetadata.Builder |
Details of ImportData operation.
|
| ImportDataRequest |
Request message for [AutoMl.ImportData][google.cloud.automl.v1.AutoMl.ImportData].
|
| ImportDataRequest.Builder |
Request message for [AutoMl.ImportData][google.cloud.automl.v1.AutoMl.ImportData].
|
| InputConfig |
Input configuration for
[AutoMl.ImportData][google.cloud.automl.v1.AutoMl.ImportData] action.
|
| InputConfig.Builder |
Input configuration for
[AutoMl.ImportData][google.cloud.automl.v1.AutoMl.ImportData] action.
|
| Io | |
| ListDatasetsRequest |
Request message for [AutoMl.ListDatasets][google.cloud.automl.v1.AutoMl.ListDatasets].
|
| ListDatasetsRequest.Builder |
Request message for [AutoMl.ListDatasets][google.cloud.automl.v1.AutoMl.ListDatasets].
|
| ListDatasetsResponse |
Response message for [AutoMl.ListDatasets][google.cloud.automl.v1.AutoMl.ListDatasets].
|
| ListDatasetsResponse.Builder |
Response message for [AutoMl.ListDatasets][google.cloud.automl.v1.AutoMl.ListDatasets].
|
| ListModelEvaluationsRequest |
Request message for [AutoMl.ListModelEvaluations][google.cloud.automl.v1.AutoMl.ListModelEvaluations].
|
| ListModelEvaluationsRequest.Builder |
Request message for [AutoMl.ListModelEvaluations][google.cloud.automl.v1.AutoMl.ListModelEvaluations].
|
| ListModelEvaluationsResponse |
Response message for [AutoMl.ListModelEvaluations][google.cloud.automl.v1.AutoMl.ListModelEvaluations].
|
| ListModelEvaluationsResponse.Builder |
Response message for [AutoMl.ListModelEvaluations][google.cloud.automl.v1.AutoMl.ListModelEvaluations].
|
| ListModelsRequest |
Request message for [AutoMl.ListModels][google.cloud.automl.v1.AutoMl.ListModels].
|
| ListModelsRequest.Builder |
Request message for [AutoMl.ListModels][google.cloud.automl.v1.AutoMl.ListModels].
|
| ListModelsResponse |
Response message for [AutoMl.ListModels][google.cloud.automl.v1.AutoMl.ListModels].
|
| ListModelsResponse.Builder |
Response message for [AutoMl.ListModels][google.cloud.automl.v1.AutoMl.ListModels].
|
| LocationName | |
| LocationName.Builder |
Builder for projects/{project}/locations/{location}.
|
| Model |
API proto representing a trained machine learning model.
|
| Model.Builder |
API proto representing a trained machine learning model.
|
| ModelEvaluation |
Evaluation results of a model.
|
| ModelEvaluation.Builder |
Evaluation results of a model.
|
| ModelEvaluationName | |
| ModelEvaluationName.Builder |
Builder for
projects/{project}/locations/{location}/models/{model}/modelEvaluations/{model_evaluation}.
|
| ModelEvaluationOuterClass | |
| ModelExportOutputConfig |
Output configuration for ModelExport Action.
|
| ModelExportOutputConfig.Builder |
Output configuration for ModelExport Action.
|
| ModelName | |
| ModelName.Builder |
Builder for projects/{project}/locations/{location}/models/{model}.
|
| ModelOuterClass | |
| NormalizedVertex |
A vertex represents a 2D point in the image.
|
| NormalizedVertex.Builder |
A vertex represents a 2D point in the image.
|
| OperationMetadata |
Metadata used across all long running operations returned by AutoML API.
|
| OperationMetadata.Builder |
Metadata used across all long running operations returned by AutoML API.
|
| Operations | |
| 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.
|
| OutputConfig.Builder |
* 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.
|
| PredictionServiceProto | |
| PredictRequest |
Request message for [PredictionService.Predict][google.cloud.automl.v1.PredictionService.Predict].
|
| PredictRequest.Builder |
Request message for [PredictionService.Predict][google.cloud.automl.v1.PredictionService.Predict].
|
| PredictResponse |
Response message for [PredictionService.Predict][google.cloud.automl.v1.PredictionService.Predict].
|
| PredictResponse.Builder |
Response message for [PredictionService.Predict][google.cloud.automl.v1.PredictionService.Predict].
|
| TextClassificationDatasetMetadata |
Dataset metadata for classification.
|
| TextClassificationDatasetMetadata.Builder |
Dataset metadata for classification.
|
| TextClassificationModelMetadata |
Model metadata that is specific to text classification.
|
| TextClassificationModelMetadata.Builder |
Model metadata that is specific to text classification.
|
| TextExtraction | |
| TextExtractionAnnotation |
Annotation for identifying spans of text.
|
| TextExtractionAnnotation.Builder |
Annotation for identifying spans of text.
|
| TextExtractionDatasetMetadata |
Dataset metadata that is specific to text extraction
Protobuf type
google.cloud.automl.v1.TextExtractionDatasetMetadata |
| TextExtractionDatasetMetadata.Builder |
Dataset metadata that is specific to text extraction
Protobuf type
google.cloud.automl.v1.TextExtractionDatasetMetadata |
| TextExtractionEvaluationMetrics |
Model evaluation metrics for text extraction problems.
|
| TextExtractionEvaluationMetrics.Builder |
Model evaluation metrics for text extraction problems.
|
| TextExtractionEvaluationMetrics.ConfidenceMetricsEntry |
Metrics for a single confidence threshold.
|
| TextExtractionEvaluationMetrics.ConfidenceMetricsEntry.Builder |
Metrics for a single confidence threshold.
|
| TextExtractionModelMetadata |
Model metadata that is specific to text extraction.
|
| TextExtractionModelMetadata.Builder |
Model metadata that is specific to text extraction.
|
| TextProto | |
| TextSegment |
A contiguous part of a text (string), assuming it has an UTF-8 NFC encoding.
|
| TextSegment.Builder |
A contiguous part of a text (string), assuming it has an UTF-8 NFC encoding.
|
| TextSegmentProto | |
| TextSentimentAnnotation |
Contains annotation details specific to text sentiment.
|
| TextSentimentAnnotation.Builder |
Contains annotation details specific to text sentiment.
|
| TextSentimentDatasetMetadata |
Dataset metadata for text sentiment.
|
| TextSentimentDatasetMetadata.Builder |
Dataset metadata for text sentiment.
|
| TextSentimentEvaluationMetrics |
Model evaluation metrics for text sentiment problems.
|
| TextSentimentEvaluationMetrics.Builder |
Model evaluation metrics for text sentiment problems.
|
| TextSentimentModelMetadata |
Model metadata that is specific to text sentiment.
|
| TextSentimentModelMetadata.Builder |
Model metadata that is specific to text sentiment.
|
| TextSentimentProto | |
| TextSnippet |
A representation of a text snippet.
|
| TextSnippet.Builder |
A representation of a text snippet.
|
| TranslationAnnotation |
Annotation details specific to translation.
|
| TranslationAnnotation.Builder |
Annotation details specific to translation.
|
| TranslationDatasetMetadata |
Dataset metadata that is specific to translation.
|
| TranslationDatasetMetadata.Builder |
Dataset metadata that is specific to translation.
|
| TranslationEvaluationMetrics |
Evaluation metrics for the dataset.
|
| TranslationEvaluationMetrics.Builder |
Evaluation metrics for the dataset.
|
| TranslationModelMetadata |
Model metadata that is specific to translation.
|
| TranslationModelMetadata.Builder |
Model metadata that is specific to translation.
|
| TranslationProto | |
| UndeployModelOperationMetadata |
Details of UndeployModel operation.
|
| UndeployModelOperationMetadata.Builder |
Details of UndeployModel operation.
|
| UndeployModelRequest |
Request message for [AutoMl.UndeployModel][google.cloud.automl.v1.AutoMl.UndeployModel].
|
| UndeployModelRequest.Builder |
Request message for [AutoMl.UndeployModel][google.cloud.automl.v1.AutoMl.UndeployModel].
|
| UpdateDatasetRequest |
Request message for [AutoMl.UpdateDataset][google.cloud.automl.v1.AutoMl.UpdateDataset]
Protobuf type
google.cloud.automl.v1.UpdateDatasetRequest |
| UpdateDatasetRequest.Builder |
Request message for [AutoMl.UpdateDataset][google.cloud.automl.v1.AutoMl.UpdateDataset]
Protobuf type
google.cloud.automl.v1.UpdateDatasetRequest |
| UpdateModelRequest |
Request message for [AutoMl.UpdateModel][google.cloud.automl.v1.AutoMl.UpdateModel]
Protobuf type
google.cloud.automl.v1.UpdateModelRequest |
| UpdateModelRequest.Builder |
Request message for [AutoMl.UpdateModel][google.cloud.automl.v1.AutoMl.UpdateModel]
Protobuf type
google.cloud.automl.v1.UpdateModelRequest |
| Enum | Description |
|---|---|
| AnnotationPayload.DetailCase | |
| BatchPredictInputConfig.SourceCase | |
| BatchPredictOperationMetadata.BatchPredictOutputInfo.OutputLocationCase | |
| BatchPredictOutputConfig.DestinationCase | |
| ClassificationType |
Type of the classification problem.
|
| Dataset.DatasetMetadataCase | |
| DeployModelRequest.ModelDeploymentMetadataCase | |
| Document.Layout.TextSegmentType |
The type of TextSegment in the context of the original document.
|
| DocumentDimensions.DocumentDimensionUnit |
Unit of the document dimension.
|
| ExamplePayload.PayloadCase | |
| ExportDataOperationMetadata.ExportDataOutputInfo.OutputLocationCase | |
| Image.DataCase | |
| InputConfig.SourceCase | |
| Model.DeploymentState |
Deployment state of the model.
|
| Model.ModelMetadataCase | |
| ModelEvaluation.MetricsCase | |
| ModelExportOutputConfig.DestinationCase | |
| OperationMetadata.DetailsCase | |
| OutputConfig.DestinationCase | |
| TextExtractionAnnotation.AnnotationCase |
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