DeepLearning_LocatePoints


Performs points localization using a trained deep-learning model.

Name Type Range Description
inImage Image Input image
inRoi Region* Area of interest
inDeepModel DeepModel_PointLocation Trained model
inMinDetectionScore Real 0.0 - 1.0 Minimal score of found points
inMinDistanceRatio Real* 0.01 - 1.0 Minimal distance between found points defined as portion of Feature Size
inOverlap Bool Add tiles overlapping to improve results quality
outLocations LocationArray Locations of found points
outClassIds IntegerArray Ids of found point classes
outClassNames StringArray Names of found point classes
outScores RealArray Scores of found points

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_PointLocation 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