Package qupath.opencv.ml

package qupath.opencv.ml

QuPath classes to apply machine learning to pixels and objects using OpenCV.

Related Packages

Package	Description
qupath.opencv	Detection plugins using OpenCV.
qupath.opencv.ml.objects	QuPath object classifiers using OpenCV.
qupath.opencv.ml.pixel	QuPath pixel classifiers using OpenCV.
qupath.opencv.dnn	QuPath classes to use OpenCV's DNN module.
qupath.opencv.features	Classes for feature calculation using OpenCV.
qupath.opencv.io	Support for serializing and deserializing OpenCV objects.
qupath.opencv.ops	Image operations, implemented with OpenCV.
qupath.opencv.tools	Additional processing methods for use with OpenCV Mats.

Classes

Class	Description
BioimageIoTools	Helper class for working with Bioimage Model Zoo model specs, and attempting to replicating the processing within QuPath.
FeaturePreprocessor	Create a preprocessor for an image or training matrix.
FeaturePreprocessor.Builder	Builder to create a custom FeaturePreprocessor.
OpenCVClassifiers	QuPath wrappers for OpenCV classifiers, which are instances of StatModel.
OpenCVClassifiers.BoostClassifier	Classifier based on Boost.
OpenCVClassifiers.DTreesClassifier	Classifier based on DTrees.
OpenCVClassifiers.EMClusterer	Clusterer based on EM.
OpenCVClassifiers.LogisticRegressionClassifier	Classifier based on LogisticRegression.
OpenCVClassifiers.NormalBayesClassifierCV	Classifier based on NormalBayesClassifier.
OpenCVClassifiers.OpenCVStatModel	Wrapper class for a StatModel, which standardizes how training may be performed and parameters can be set.
OpenCVClassifiers.RTreesClassifier	Classifier based on RTrees.
OpenCVClassifiers.SVMClassifierCV	Classifier based on SVM.
OpenCVClassifiers.SVMSGDClassifierCV	Classifier based on SVMSGD.
PatchClassifierParams	Parameters required to build a classifier that operates on an image patch.
PatchClassifierParams.Builder	Builder class to create PatchClassifierParams.