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AVL.DeepLearning_LocatePoints
Performs points localization using a trained deep-learning model.
| Namespace: | AvlNet |
|---|---|
| Assembly: | AVL.NET.dll |
Syntax
C++
C#
public static void DeepLearning_LocatePoints ( AvlNet.DeepLearningConnectionState ioState, AvlNet.Image inImage, string inDeepModel, float inMinDetectionScore, bool inOverlap, IList<AvlNet.Location> outLocations, IList<int> outClassIds, IList<string> outClassNames, IList<float> outScores )
Parameters
| Name | Type | Range | Default | Description | |
|---|---|---|---|---|---|
| ioState | AvlNet.DeepLearningConnectionState | ||||
 | inImage | AvlNet.Image | Input image. | ||
| inDeepModel | string | Trained model. | ||
| inMinDetectionScore | float | <0.0f, 1.0f> | 0.5f | Minimal score of found points. Default value: 0.5f. |
| inOverlap | bool | True | Add tiles overlapping to improve results quality. Default value: True. | |
 | outLocations | System.Collections.Generic.IList<AvlNet.Location> | Locations of found points. | ||
| outClassIds | System.Collections.Generic.IList<int> | Ids of found point classes. | ||
| outClassNames | System.Collections.Generic.IList<string> | Names of found point classes. | ||
| outScores | System.Collections.Generic.IList<float> | Scores of found points. |
Errors
List of possible exceptions:
| Error type | Description |
|---|---|
| DomainError | Empty image in DeepLearning_LocatePoints. |
| DomainError | Empty ROI region in DeepLearning_LocatePoints |
| DomainError | Invalid DeepModel in DeepLearning_LocatePoints. |
| DomainError | Size of ROI differs from size of image in DeepLearning_LocatePoints |
| IoError | Invalid service response - missing class id |
| IoError | Invalid service response - missing class name |
| IoError | Invalid service response - missing score |
