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 | |
|---|---|---|
| ClassifierFactory |
Construct a learner that has no training set set yet.
|
Properties
| Name | Description | |
|---|---|---|
| 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.
|
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.
|
Fields
| Name | Description | |
|---|---|---|
| ContrastTriggerDefault |
Default value for the ContrastTrigger property.
| |
| IndifferenceRadiusDefault |
Default value for the IndifferenceRadius property.
| |
| MinPairFeaturesDefault |
Default value for the MinPairFeatures property.
| |
| NegativesDensityDefault |
Default value for the NegativesDensity property.
|
See Also