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DeepLearning_ClassifyObject
Performs whole image classification using a trained deep-learning model.
| Name | Type | Description | |
|---|---|---|---|
 |
inImage | Image | Input image |
|
inRoi | Region* | Area of interest |
|
inDeepModel | DeepModel_Classification | Trained model |
 |
outConfidences | ClassConfidenceArray | Returns confidences for all classes |
|
outClassName | String | Returns name of the class with highest confidence |
|
outClassIndex | Integer | Returns the index of the class with highest confidence |
|
outScore | Real | Returns the value of the highest confidence |
Only the following inImage pixel formats are supported: 1xuint8, 3xuint8
Errors
This filter can throw an exception to report error. Read how to deal with errors here: Error Handling
| Error type | Description |
|---|---|
| DomainError | Empty ROI region in DeepLearning_ClassifyObject |
| DomainError | Invalid DeepModel in DeepLearning_ClassifyObject. |
| DomainError | Empty image in DeepLearning_ClassifyObject. |
| IoError | Unable to connect to Deep Learning Service. |
| IoError | Connection with service lost. |
| IoError | Missing results count. |
| IoError | Missing confidences. |
Complexity Level
This filter is available on Basic Complexity Level.
Disabled in Lite Edition
This filter is disabled in Lite Edition. It is available only in full, Adaptive Vision Studio Professional version.
