Learner object that creates a classifier from an image list.
Inheritance Hierarchy
Stemmer.Cvb.MinosClassifierFactory
Namespace: Stemmer.Cvb.Minos
Assembly: Stemmer.Cvb.Minos (in Stemmer.Cvb.Minos.dll) Version: 14.0.0.0
Syntax
The ClassifierFactory type exposes the following members.
Constructors
Name | Description | |
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ClassifierFactory |
Construct a learner that has no training set set yet.
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Properties
Name | Description | |
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ContrastTrigger |
Minimum contrast a Minos feature must achieve before it is eligible
to become part of the classifier. Lower values will lead to a
classifier that is more sensitive in low-contrast situation but might
also increase the number of false positive results that need to be
filtered out e.g. by means of their quality measure.
| |
IndifferenceRadius |
Minimum distance to be assumed between a (labeled) positive sample and
a counter sample in a training set image.
| |
MinPairFeatures |
Minimum number of features to extract for each model when building a
classifier.
| |
NegativesDensity |
Scan density with which to extract counter samples from the training
set images. Higher densities will lead to a classifier that is
potentially more robust versus false positive detections, but will
also result in increased learning times.
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Methods
Name | Description | |
---|---|---|
Equals | (Inherited from Object.) | |
Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.) | |
GetHashCode | Serves as a hash function for a particular type. (Inherited from Object.) | |
GetType | Gets the Type of the current instance. (Inherited from Object.) | |
Learn |
Learn a new classifier from the trainingSet using
the parameters stored in the properties of this object.
| |
MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) | |
ToString | Returns a string that represents the current object. (Inherited from Object.) |
Events
Name | Description | |
---|---|---|
LearnProgress |
Event that will inform about the progress of an ongoing learn
operation.
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Fields
Name | Description | |
---|---|---|
ContrastTriggerDefault |
Default value for the ContrastTrigger property.
| |
IndifferenceRadiusDefault |
Default value for the IndifferenceRadius property.
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MinPairFeaturesDefault |
Default value for the MinPairFeatures property.
| |
NegativesDensityDefault |
Default value for the NegativesDensity property.
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See Also