Class SingleShot

Definition

Namespace:: Tizen.MachineLearning.Inference

Assembly:: Tizen.MachineLearning.Inference.dll

API Level:: 6

The SingleShot class loads a Machine Learning model and make inferences from input data.


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public class SingleShot : IDisposable

Inheritance: Object

SingleShot

Implements: System.IDisposable

Constructors

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SingleShot(String, TensorsInfo, TensorsInfo)

Loads the neural network model and configures runtime environment

Declaration


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public SingleShot(string modelAbsPath, TensorsInfo inTensorsInfo, TensorsInfo outTensorsInfo)

Parameters

Type	Name	Description
System.String	modelAbsPath	Absolute path to the neural network model file.
TensorsInfo	inTensorsInfo	Input TensorsInfo object
TensorsInfo	outTensorsInfo	Output TensorsInfo object for inference result

Exceptions

Type	Condition
System.ArgumentException	Thrown when the method failed due to an invalid parameter.
IOException	Thrown when constructing the pipeline is failed.
System.NotSupportedException	Thrown when the feature is not supported.

API Level: 6

Feature: http://tizen.org/feature/machine_learning.inference

Methods

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Dispose()

Releases any unmanaged resources used by this object.

Declaration


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public void Dispose()

API Level: 6

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Dispose(Boolean)

Releases any unmanaged resources used by this object. Can also dispose any other disposable objects.

Declaration


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protected virtual void Dispose(bool disposing)

Parameters

Type	Name	Description
System.Boolean	disposing	If true, disposes any disposable objects. If false, does not dispose disposable objects.

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Finalize()

Destructor of the Single instance.

Declaration


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protected void Finalize()

API Level: 6

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Invoke(TensorsData)

Invokes the model with the given input data.

Declaration


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public TensorsData Invoke(TensorsData inTensorsData)

Parameters

Type	Name	Description
TensorsData	inTensorsData	The input data to be inferred.

Returns

Type	Description
TensorsData	TensorsData instance which contains the inferred result.

Exceptions

Type	Condition
System.ArgumentException	Thrown when the method failed due to an invalid parameter.
IOException	Thrown when failed to push an input data into source element.
System.TimeoutException	Thrown when failed to get the result from sink element.
System.NotSupportedException	Thrown when the feature is not supported.

API Level: 6

Feature: http://tizen.org/feature/machine_learning.inference

Implements

System.IDisposable