DeepLearning_LocatePoints


Module: DeepLearning

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 automatically on first usage of this filter.
  • 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. However, if stopping Deep Learning Service is not an option (e.g. program uses other Deep Learning filters related to Anomaly Detection or Instances Segmentation) it is advised that this filter should be executed before other Deep Learning filters. Such "warm up" execution does not have to use real image or roi as long as provided image and roi have similar size.

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 DeepLearning_LocatePoints.

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