Model.Builder |
Model.Builder.averagePrecision(Float averagePrecision) |
The mean average precision of the trained model.
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static Model.Builder |
Model.builder() |
Create a new builder.
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Model.Builder |
Model.Builder.compartmentId(String compartmentId) |
The compartment identifier.
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Model.Builder |
Model.Builder.confidenceThreshold(Float confidenceThreshold) |
The intersection over the union threshold used for calculating precision and recall.
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Model.Builder |
Model.Builder.copy(Model model) |
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Model.Builder |
Model.Builder.definedTags(Map<String,Map<String,Object>> definedTags) |
Defined tags for this resource.
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Model.Builder |
Model.Builder.description(String description) |
An optional description of the model.
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Model.Builder |
Model.Builder.displayName(String displayName) |
A human-friendly name for the model, which can be changed.
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Model.Builder |
Model.Builder.freeformTags(Map<String,String> freeformTags) |
A simple key-value pair that is applied without any predefined name, type, or scope.
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Model.Builder |
Model.Builder.id(String id) |
A unique identifier that is immutable after creation.
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Model.Builder |
Model.Builder.isQuickMode(Boolean isQuickMode) |
Set to true when experimenting with a new model type or dataset, so model training is
quick, with a predefined low number of passes through the training data.
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Model.Builder |
Model.Builder.lifecycleDetails(String lifecycleDetails) |
A message describing the current state in more detail, that can provide actionable
information if training failed.
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Model.Builder |
Model.Builder.lifecycleState(Model.LifecycleState lifecycleState) |
The current state of the model.
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Model.Builder |
Model.Builder.maxTrainingDurationInHours(Double maxTrainingDurationInHours) |
The maximum model training duration in hours, expressed as a decimal fraction.
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Model.Builder |
Model.Builder.metrics(String metrics) |
The complete set of per-label metrics for successfully trained models.
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Model.Builder |
Model.Builder.modelType(Model.ModelType modelType) |
What type of Vision model this is.
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Model.Builder |
Model.Builder.modelVersion(String modelVersion) |
The version of the model.
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Model.Builder |
Model.Builder.precision(Float precision) |
The precision of the trained model.
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Model.Builder |
Model.Builder.projectId(String projectId) |
The OCID of the
project that contains the model. |
Model.Builder |
Model.Builder.recall(Float recall) |
Recall of the trained model.
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Model.Builder |
Model.Builder.systemTags(Map<String,Map<String,Object>> systemTags) |
Usage of system tag keys.
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Model.Builder |
Model.Builder.testImageCount(Integer testImageCount) |
The number of images set aside for evaluating model performance metrics after training.
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Model.Builder |
Model.Builder.testingDataset(Dataset testingDataset) |
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Model.Builder |
Model.Builder.timeCreated(Date timeCreated) |
When the model was created, as an RFC3339 datetime string.
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Model.Builder |
Model.Builder.timeUpdated(Date timeUpdated) |
When the model was updated, as an RFC3339 datetime string.
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Model.Builder |
Model.toBuilder() |
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Model.Builder |
Model.Builder.totalImageCount(Integer totalImageCount) |
The number of images in the dataset used to train, validate, and test the model.
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Model.Builder |
Model.Builder.trainedDurationInHours(Double trainedDurationInHours) |
The total hours actually used for model training.
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Model.Builder |
Model.Builder.trainingDataset(Dataset trainingDataset) |
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Model.Builder |
Model.Builder.validationDataset(Dataset validationDataset) |
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