Class InferenceModelConfiguration
Definition
- Namespace:
- Tizen.Multimedia.Vision
- Assembly:
- Tizen.Multimedia.Vision.dll
- API Level:
- 6
- Feature:
- http://tizen.org/feature/vision.inference.facehttp://tizen.org/feature/vision.inference.image
Represents a configuration of FaceDetector, FacialLandmarkDetector, ImageClassifier and ObjectDetector.
C#Copypublic class InferenceModelConfiguration : EngineConfiguration
- Inheritance
Remarks
'Inference model' means pre-learned data, which is represented by ConfigurationFilePath and
WeightFilePath, CategoryFilePath.
If user want to use tizen default inference model and its related value,
Please refer Tizen guide page(https://developer.tizen.org/development/guides/.net-application).
Constructors
InferenceModelConfiguration()
Initializes a new instance of the InferenceModelConfiguration class.
Declaration
C#Copypublic InferenceModelConfiguration()
API Level: 6
Feature: http://tizen.org/feature/vision.inference.facehttp://tizen.org/feature/vision.inference.image
Properties
Declaration
C#Copypublic InferenceBackendType Backend { get; set; }
Property Value
| Type | Description |
|---|---|
| InferenceBackendType |
Remarks
The default backend type is OpenCV
See Also
API Level: 6
Declaration
C#Copypublic string CategoryFilePath { get; set; }
Property Value
| Type | Description |
|---|---|
| String |
Remarks
This value should be set to use ImageClassifier or ObjectDetector.
API Level: 6
Declaration
C#Copypublic double ConfidenceThreshold { get; set; }
Property Value
| Type | Description |
|---|---|
| Double |
Remarks
The vaild range is greater than or equal to 0.0 and less than or equal to 1.0.
The value 1.0 means maximum accuracy.
API Level: 6
ConfigurationFilePath
Gets or sets the path of inference model's configuration data file.
Declaration
C#Copypublic string ConfigurationFilePath { get; set; }
Property Value
| Type | Description |
|---|---|
| String |
API Level: 6
Declaration
C#Copypublic InferenceDataType DataType { get; set; }
Property Value
| Type | Description |
|---|---|
| InferenceDataType |
Remarks
For example, this value should be set to Float32 for a model data supporting float32.
Float32 will be used internally if a user doesn't set the value.
API Level: 8
Declaration
C#Copypublic InferenceTargetDevice Device { get; set; }
Property Value
| Type | Description |
|---|---|
| InferenceTargetDevice |
Remarks
The default device is CPU.
If a device doesn't support GPU and Custom,
CPU will be used internally, despite the user's choice.
API Level: 8
Declaration
C#Copypublic string InputNodeName { get; set; }
Property Value
| Type | Description |
|---|---|
| String |
API Level: 6
Declaration
C#Copypublic int MaxOutputNumber { get; set; }
Property Value
| Type | Description |
|---|---|
| Int32 |
Remarks
The input value over 10 will be set to 10 and the input value under 1 will be set to 1.
This value can be used to decide the size of Roi, it's length should be the same.
API Level: 6
Declaration
C#Copypublic double MeanValue { get; set; }
Property Value
| Type | Description |
|---|---|
| Double |
Remarks
It should be greater than or equal to 0.
API Level: 6
Declaration
C#Copypublic string MetadataFilePath { get; set; }
Property Value
| Type | Description |
|---|---|
| String |
Remarks
This value should be set to use ImageClassifier or ObjectDetector.
API Level: 9
Declaration
C#Copypublic IList<string> OutputNodeName { get; set; }
Property Value
| Type | Description |
|---|---|
| IList<String> |
API Level: 6
Roi
Gets or sets the ROI(Region Of Interest) of ImageClassifier and FacialLandmarkDetector
Declaration
C#Copypublic Rectangle? Roi { get; set; }
Property Value
| Type | Description |
|---|---|
| Nullable<Rectangle> |
Remarks
Default value is null. If Roi is null, the entire region of MediaVisionSource will be analyzed.
See Also
API Level: 6
Declaration
C#Copypublic double StdValue { get; set; }
Property Value
| Type | Description |
|---|---|
| Double |
Remarks
It should be greater than or equal to 0.
API Level: 6
SupportedBackend
Gets the list of inference backend engine which is supported in the current device.
Declaration
C#Copypublic IEnumerable<InferenceBackendType> SupportedBackend { get; }
Property Value
| Type | Description |
|---|---|
| IEnumerable<InferenceBackendType> | If there's no supported backend, empty collection will be returned. |
API Level: 6
Declaration
C#Copypublic int TensorChannels { get; set; }
Property Value
| Type | Description |
|---|---|
| Int32 |
Remarks
For example, for RGB colorspace this value should be set to 3
It should be greater than 0.
API Level: 6
Declaration
C#Copypublic Size TensorSize { get; set; }
Property Value
| Type | Description |
|---|---|
| Size |
Remarks
Both width and height of tensor should be greater than 0.
'Size(-1, -1) is allowed when the intention is to use original image source size as TensorSize.
API Level: 6
Declaration
C#Copypublic string WeightFilePath { get; set; }
Property Value
| Type | Description |
|---|---|
| String |
API Level: 6
Methods
Declaration
C#Copyprotected override void Dispose(bool disposing)
Parameters
| Type | Name | Description |
|---|---|---|
| Boolean | disposing | true to release both managed and unmanaged resources, otherwise false to release only unmanaged resources. |
Overrides
API Level: 6
Declaration
C#Copypublic void LoadInferenceModel()
Remarks
Before calling this method, user should set all properties which is required by each inference model.
The properties set after calling this method will not be affected in the result.
Exceptions
| Type | Condition |
|---|---|
| FileFormatException | Invalid data type is used in inference model data. |