Uses of Interface
org.openimaj.ml.annotation.Annotator

Packages that use Annotator

Package	Description
org.openimaj.audio
org.openimaj.image.processing.face.recognition
org.openimaj.ml.annotation
org.openimaj.ml.annotation.basic
org.openimaj.ml.annotation.bayes
org.openimaj.ml.annotation.evaluation
org.openimaj.ml.annotation.linear
org.openimaj.ml.annotation.model
org.openimaj.ml.annotation.svm
org.openimaj.text.nlp.namedentity
org.openimaj.text.nlp.sentiment.model
org.openimaj.text.nlp.sentiment.model.classifier
org.openimaj.text.nlp.sentiment.model.wordlist

Uses of Annotator in org.openimaj.audio

Classes in org.openimaj.audio that implement Annotator

Modifier and Type	Class and Description
class	AudioAnnotator A classifier/annotator for audio frames.

Uses of Annotator in org.openimaj.image.processing.face.recognition

Classes in org.openimaj.image.processing.face.recognition that implement Annotator

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.

Uses of Annotator in org.openimaj.ml.annotation

Classes in org.openimaj.ml.annotation that implement Annotator

Modifier and Type	Class and Description
class	AbstractAnnotator<OBJECT,ANNOTATION> Abstract base class for objects capable of annotating things.
class	BatchAnnotator<OBJECT,ANNOTATION> An Annotator that is trained in "batch" mode; all training examples are presented at once.
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	IncrementalAnnotator<OBJECT,ANNOTATION> An Annotator that can be trained/updated incrementally.
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.

Uses of Annotator in org.openimaj.ml.annotation.basic

Classes in org.openimaj.ml.annotation.basic that implement Annotator

Modifier and Type	Class and Description
class	IndependentPriorRandomAnnotator<OBJECT,ANNOTATION> Annotator that randomly assigns annotations, but takes account of the prior probability of each annotation based on the proportion of times it occurred in training.
class	KNNAnnotator<OBJECT,ANNOTATION,FEATURE> Annotator based on a multi-class k-nearest-neighbour classifier.
class	UniformRandomAnnotator<OBJECT,ANNOTATION> An annotator that chooses annotations completely randomly from the set of all known annotations.

Uses of Annotator in org.openimaj.ml.annotation.bayes

Classes in org.openimaj.ml.annotation.bayes that implement Annotator

Modifier and Type	Class and Description
class	NaiveBayesAnnotator<OBJECT,ANNOTATION> Annotator based on a Naive Bayes Classifier.

Uses of Annotator in org.openimaj.ml.annotation.evaluation

Constructors in org.openimaj.ml.annotation.evaluation with parameters of type Annotator

Constructor and Description
AnnotationEvaluator(Annotator<OBJECT,ANNOTATION> annotator, Dataset<? extends Annotated<OBJECT,ANNOTATION>> testData) Construct a new AnnotationEvaluator with the given annotator and test data (with ground-truth annotations).

Uses of Annotator in org.openimaj.ml.annotation.linear

Classes in org.openimaj.ml.annotation.linear that implement Annotator

Modifier and Type	Class and Description
class	DenseLinearTransformAnnotator<OBJECT,ANNOTATION> An annotator that determines a "transform" between feature vectors and vectors of annotation counts.
class	LiblinearAnnotator<OBJECT,ANNOTATION> Annotator based on linear classifiers learned using Liblinear (see Linear) or DenseLinear depending on the density of the features.
class	LinearSVMAnnotator<OBJECT,ANNOTATION> An Annotator based on a set of linear SVMs (one per annotation).

Uses of Annotator in org.openimaj.ml.annotation.model

Classes in org.openimaj.ml.annotation.model that implement Annotator

Modifier and Type	Class and Description
class	ModelAnnotator<OBJECT,ANNOTATION,FEATURE> An BatchAnnotator backed by a EstimatableModel.

Uses of Annotator in org.openimaj.ml.annotation.svm

Classes in org.openimaj.ml.annotation.svm that implement Annotator

Modifier and Type	Class and Description
class	SVMAnnotator<OBJECT,ANNOTATION> Wraps the libsvm SVM and provides basic positive/negative annotation for a single class.

Uses of Annotator in org.openimaj.text.nlp.namedentity

Classes in org.openimaj.text.nlp.namedentity that implement Annotator

Modifier and Type	Class and Description
class	EntityAnnotator An entity annotator (given a list of strings) assigns entity annotations which are Map instances mapping token indexes to entities.
class	YagoEntityCandidateAnnotator EntityAnnotator wrapper for a YagoEntityCandidateFinderFactory.YagoEntityCandidateFinder
class	YagoEntityCompleteAnnotator EntityAnnotator wrapper for YagoEntityExactMatcherFactory.YagoEntityExactMatcher
class	YagoEntityContextAnnotator EntityAnnotator wrapper for YagoEntityContextScorerFactory.YagoEntityContextScorer

Uses of Annotator in org.openimaj.text.nlp.sentiment.model

Subinterfaces of Annotator in org.openimaj.text.nlp.sentiment.model

Modifier and Type	Interface and Description
interface	SentimentAnnotator<OBJECT,CLONETYPE extends SentimentAnnotator<OBJECT,CLONETYPE>> An annotator which can ascribe Sentiment to some Object

Classes in org.openimaj.text.nlp.sentiment.model that implement Annotator

Modifier and Type	Class and Description
class	TokenListSentimentAnnotator<EXTRACTOR extends FeatureExtractor<?,List<String>>,CLONETYPE extends SentimentAnnotator<List<String>,CLONETYPE>> A sentiment annotator which can deal with word tokens
class	TokenSentimentAnnotator<EXTRACTOR extends FeatureExtractor<?,String>,CLONETYPE extends SentimentAnnotator<String,CLONETYPE>> A sentiment annotator which can deal with word tokens

Uses of Annotator in org.openimaj.text.nlp.sentiment.model.classifier

Classes in org.openimaj.text.nlp.sentiment.model.classifier that implement Annotator

Modifier and Type	Class and Description
class	NaiveBayesSentimentAnnotator<SENTIMENT extends Sentiment> A NaiveBayesAnnotator for sentiment analysis.

Uses of Annotator in org.openimaj.text.nlp.sentiment.model.wordlist

Classes in org.openimaj.text.nlp.sentiment.model.wordlist that implement Annotator

Modifier and Type	Class and Description
class	MPQAToken An implementation of the Prior-Polarity baseline sentiment classifier described by Wilson et.
class	MPQATokenList An implementation of the Prior-Polarity baseline sentiment classifier described by Wilson et.