Package qupath.opencv.ml
package qupath.opencv.ml
QuPath classes to apply machine learning to pixels and objects using OpenCV.
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ClassesClassDescriptionHelper class for working with Bioimage Model Zoo model specs, and attempting to replicating the processing within QuPath.Create a preprocessor for an image or training matrix.Builder to create a custom
FeaturePreprocessor.QuPath wrappers for OpenCV classifiers, which are instances of StatModel.Classifier based onBoost.Classifier based onDTrees.Clusterer based onEM.Classifier based onLogisticRegression.Classifier based onNormalBayesClassifier.Wrapper class for aStatModel, which standardizes how training may be performed and parameters can be set.Classifier based onRTrees.Classifier based onSVM.Classifier based onSVMSGD.Parameters required to build a classifier that operates on an image patch.Builder class to createPatchClassifierParams.