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AVL.DeepLearning_SegmentInstances
Performs instance segmentation using a trained deep-learning model.
| Namespace: | AvlNet |
|---|---|
| Assembly: | AVL.NET.dll |
Syntax
C++
C#
public static void DeepLearning_SegmentInstances ( AvlNet.DeepLearningConnectionState ioState, AvlNet.Image inImage, string inDeepModel, IList<AvlNet.Box> outBoundingBoxes, IList<int> outClassIds, IList<string> outClassNames, IList<float> outScores, IList<AvlNet.Region> outMasks )
Parameters
| Name | Type | Range | Default | Description | |
|---|---|---|---|---|---|
| ioState | AvlNet.DeepLearningConnectionState | ||||
 | inImage | AvlNet.Image | Input image. | ||
| inDeepModel | string | Trained model. | ||
 | outBoundingBoxes | System.Collections.Generic.IList<AvlNet.Box> | Bounding boxes of found objects. | ||
| outClassIds | System.Collections.Generic.IList<int> | Ids of found objects classes. | ||
| outClassNames | System.Collections.Generic.IList<string> | Names of found objects classes. | ||
| outScores | System.Collections.Generic.IList<float> | Scores of found objects. | ||
| outMasks | System.Collections.Generic.IList<AvlNet.Region> | Masks of found objects. |
Remarks
- Model provided on inDeepModel input will be loaded to service automatically on first usage of Deep Learning filters.
- Service automatically releases and loads model into its memory. It may result in releasing model previously loaded using DeepLearning_LoadModel filter.
- These filters only communicates with service and cannot be use for parallel computation.
Errors
List of possible exceptions:
| Error type | Description |
|---|---|
| DomainError | Empty image in DeepLearning_SegmentInstances. |
| DomainError | Empty ROI region in DeepLearning_SegmentInstances |
| DomainError | Invalid DeepModel in DeepLearning_SegmentInstances. |
| DomainError | Size of ROI differs from size of image in DeepLearning_SegmentInstances |
| IoError | Inconsistent service response |
| IoError | Invalid service response - missing bounding box |
| IoError | Invalid service response - missing class id |
| IoError | Invalid service response - missing class name |
| IoError | Invalid service response - missing score |
