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DeepLearning_DetectAnomalies_Deprecated


Detects anomalies using trained deep-learning model.

Name Type Description
inImage Image Input image
inRoi Region* Area of interest
inDeepModel String Trained model
outHeatmap Image Image contains heatmaps for each input image channel
outIsValid Bool Returns true if anomaly was not found
outScore Real Score of classification
outIsConfident Bool Returns "false" if score is between T1 and T2
outReconstructedImage Image Returns network answer

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_DetectAnomalies_Deprecated
DomainError Invalid DeepModel in DeepLearning_DetectAnomalies_Deprecated.
DomainError Empty image in DeepLearning_DetectAnomalies_Deprecated.
IoError Unable to connect to Deep Learning Service. Please check if service is up and running.
IoError Connection with service lost.
DomainError inRoi outside inImage!
IoError Missing results count.
IoError Invalid error count.
IoError Missing result.
IoError Missing heat map.
IoError Unable to read threshold settings.

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.