DeepLearning_ClassifyObject


Performs whole image classification using a trained deep-learning model.

Name Type Description
inImage Image Input image
inRoi Rectangle2D* Area of interest
inRoiAlignment CoordinateSystem2D*
inDeepModel DeepModel_Classification Trained model
inCreateRelevanceHeatmap Bool Enable-Disable create relevance heatmap
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
outRelevanceHeatmap Image Returns heatmap indicating how strong specific parts of image influenced classification result

Requirements

For input inImage only pixel formats are supported: 1⨯uint8, 3⨯uint8.

Read more about pixel formats in Image documentation.

Hints

Loading Deep Learning Model may take longer timer. Consider using DeepLearning_LoadModel_Classification for pre-loading model before execution starts.

Remarks

  • Model provided on inDeepModel input will be loaded to service automatically on first usage of Deep Learning filters.
  • These filters only communicates with service and cannot be use for parallel computation.

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.

See Also