Modifier and Type | Class and Description |
---|---|
class |
AudioAnnotator
A classifier/annotator for audio frames.
|
Modifier and Type | Method and Description |
---|---|
abstract IncrementalAnnotator<DoubleFV,String> |
AudioAnnotator.AudioAnnotatorType.getAnnotator()
Returns a annotator that can train a DoubleFV feature with a specific
String label.
|
Modifier and Type | Class and Description |
---|---|
class |
AnnotatorFaceRecogniser<FACE extends DetectedFace,PERSON>
A
FaceRecogniser built on top of an IncrementalAnnotator . |
class |
EigenFaceRecogniser<FACE extends DetectedFace,PERSON>
Implementation of a
FaceRecogniser based on Eigenfaces. |
class |
FaceRecogniser<FACE extends DetectedFace,PERSON>
Base class for all Face Recognisers.
|
class |
FisherFaceRecogniser<FACE extends DetectedFace,PERSON>
Implementation of a
FaceRecogniser based on Fisherfaces. |
Modifier and Type | Field and Description |
---|---|
protected IncrementalAnnotator<FACE,PERSON> |
AnnotatorFaceRecogniser.annotator |
Modifier and Type | Method and Description |
---|---|
static <FACE extends DetectedFace,EXTRACTOR extends FeatureExtractor<?,FACE>,PERSON> |
AnnotatorFaceRecogniser.create(IncrementalAnnotator<FACE,PERSON> annotator)
Convenience method to create
AnnotatorFaceRecogniser instances
from an annotator. |
Constructor and Description |
---|
AnnotatorFaceRecogniser(IncrementalAnnotator<FACE,PERSON> annotator)
Construct with the given underlying annotator.
|
EigenFaceRecogniser(EigenFaceFeature.Extractor<FACE> extractor,
IncrementalAnnotator<FACE,PERSON> annotator)
Construct with the given feature extractor and underlying
IncrementalAnnotator . |
FisherFaceRecogniser(FisherFaceFeature.Extractor<FACE> extractor,
IncrementalAnnotator<FACE,PERSON> annotator)
Construct with the given feature extractor and underlying
IncrementalAnnotator . |
Modifier and Type | Class and Description |
---|---|
class |
FeatureCachingIncrementalBatchAnnotator<OBJECT,ANNOTATION,FEATURE>
Adaptor that allows a
BatchAnnotator to behave like a
IncrementalAnnotator by caching extracted features and then
performing training only when FeatureCachingIncrementalBatchAnnotator.annotate(Object) is called. |
class |
InstanceCachingIncrementalBatchAnnotator<OBJECT,ANNOTATION>
Adaptor that allows a
BatchAnnotator to behave like a
IncrementalAnnotator by caching instances and then performing
training only when InstanceCachingIncrementalBatchAnnotator.annotate(Object) is called. |
Modifier and Type | Class and Description |
---|---|
class |
KNNAnnotator<OBJECT,ANNOTATION,FEATURE>
Annotator based on a multi-class k-nearest-neighbour classifier.
|
Modifier and Type | Class and Description |
---|---|
class |
NaiveBayesAnnotator<OBJECT,ANNOTATION>
Annotator based on a Naive Bayes Classifier.
|
Modifier and Type | Class and Description |
---|---|
class |
NaiveBayesSentimentAnnotator<SENTIMENT extends Sentiment>
A
NaiveBayesAnnotator for sentiment analysis. |