DL_DetectFeatures

Basic

Module: DL_DF

Executes a Detect Features model on a single input image.

Name Type Description
Input value
 inImage Image Input image
Input value
 inRoi Region* Limits an area where features may be detected
Input value
 inModelId DetectFeaturesModelId Identifier of a Detect Features model
Input value
 inOverlap Bool Cuts the image into more overlapping tiles, which improves results quality at the expense of extended execution time
Output value
 outHeatmaps HeatmapArray Returns heatmaps for all classes defined in the model
Output value
 outFeature1 Heatmap Returns the heatmap for the first feature class
Output value
 outFeature2 Heatmap Returns the heatmap for the second feature class or an empty image if the model does not define more than one class
Output value
 outFeature3 Heatmap Returns the heatmap for the third feature class or an empty image if the model does not define more than two classes
Output value
 outFeature4 Heatmap Returns the heatmap for the fourth feature class or an empty image if the model does not define more than three classes

Requirements

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

Read more about pixel formats in Image documentation.

Hints

  • It is recommended that the deep learning model is deployed with DL_DetectFeatures_Deploy first and connected through the inModelId input.
  • If one decides not to use DL_DetectFeatures_Deploy, then the model will be loaded in the first iteration. It will take up to several seconds.
  • Use inOverlap=False to increase execution speed at a cost of lower precision of results.

Remarks

This filter should not be executed along with running Deep Learning Service as it may result in degraded performance or even out-of-memory errors.

Errors

This filter can throw an exception to report error. Read how to deal with errors in Error Handling.

List of possible exceptions:

Error type Description
DomainError Not supported inImage pixel format in AvsFilter_DL_DetectFeatures. Supported formats: 1xUInt8, 3xUInt8.

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, Aurora Vision Studio Professional version.

See Also