Uses of Interface
org.openimaj.data.dataset.Dataset

Packages that use Dataset

Package	Description
org.openimaj.audio.analysis.benchmarking.dataset
org.openimaj.data.dataset
org.openimaj.experiment.dataset.cluster
org.openimaj.experiment.dataset.sampling	The sampling package deals with sampling datasets to produce smaller datasets.
org.openimaj.experiment.dataset.split	Interfaces describing objects which can provide different splits of a dataset.
org.openimaj.experiment.dataset.util
org.openimaj.experiment.gmm.retrieval
org.openimaj.experiment.validation
org.openimaj.experiment.validation.cross
org.openimaj.image.annotation.evaluation.dataset
org.openimaj.image.dataset
org.openimaj.image.model.asm.datasets
org.openimaj.image.processing.face.detection.benchmarking
org.openimaj.image.processing.face.feature	The feature package contains implementations of features that can describe a face.
org.openimaj.image.processing.face.recognition.benchmarking.dataset
org.openimaj.ml.annotation.evaluation
org.openimaj.ml.dataset
org.openimaj.stream.provider
org.openimaj.stream.provider.irc
org.openimaj.stream.provider.twitter
org.openimaj.workinprogress.featlearn

Uses of Dataset in org.openimaj.audio.analysis.benchmarking.dataset

Classes in org.openimaj.audio.analysis.benchmarking.dataset that implement Dataset

Modifier and Type	Class and Description
class	MusicSpeechDataset OpenIMAJ Dataset for the MusicSpeech Database

Uses of Dataset in org.openimaj.data.dataset

Classes in org.openimaj.data.dataset with type parameters of type Dataset

Modifier and Type	Interface and Description
interface	GroupedDataset<KEY,DATASET extends Dataset<INSTANCE>,INSTANCE> A Dataset that is grouped into separate classes or groups.
class	MapBackedDataset<KEY,DATASET extends Dataset<INSTANCE>,INSTANCE> A MapBackedDataset is a concrete implementation of a GroupedDataset backed by a Map.
static class	MapBackedDataset.IdentifiableBuilder<DATASET extends Dataset<INSTANCE> & Identifiable,INSTANCE> A builder for creating MapBackedDataset instances from Identifiable sub-datasets.
class	ReadableGroupDataset<KEY,DATASET extends Dataset<INSTANCE>,INSTANCE,SOURCE> Base class for GroupedDatasets in which each instance is read with an InputStreamObjectReader.

Subinterfaces of Dataset in org.openimaj.data.dataset

Modifier and Type	Interface and Description
interface	GroupedDataset<KEY,DATASET extends Dataset<INSTANCE>,INSTANCE> A Dataset that is grouped into separate classes or groups.
interface	ListDataset<INSTANCE> A ListDataset is a Dataset presented as an ordered list of instances.
interface	StreamingDataset<INSTANCE> A Dataset backed by a Stream of data.

Classes in org.openimaj.data.dataset that implement Dataset

Modifier and Type	Class and Description
class	ListBackedDataset<T> A ListBackedDataset is a Dataset backed by an ordered list of items.
class	MapBackedDataset<KEY,DATASET extends Dataset<INSTANCE>,INSTANCE> A MapBackedDataset is a concrete implementation of a GroupedDataset backed by a Map.
class	ReadableGroupDataset<KEY,DATASET extends Dataset<INSTANCE>,INSTANCE,SOURCE> Base class for GroupedDatasets in which each instance is read with an InputStreamObjectReader.
class	ReadableListDataset<INSTANCE,SOURCE> Base class for ListDatasets in which each instance is read with an InputStreamObjectReader.
class	VFSGroupDataset<INSTANCE> A GroupedDataset of VFSListDatasets backed by directories of items (either locally or remotely), or items stored in a hierarchical structure within a compressed archive.
class	VFSListDataset<INSTANCE> A ListDataset backed by a directory of items (either locally or remotely), or items stored in a compressed archive.

Methods in org.openimaj.data.dataset with type parameters of type Dataset

Modifier and Type	Method and Description
static <DATASET extends Dataset<INSTANCE> & Identifiable,INSTANCE> MapBackedDataset.IdentifiableBuilder<DATASET,INSTANCE>	MapBackedDataset.builder() Returns a new builder.
static <INSTANCE,DATASET extends Dataset<INSTANCE> & Identifiable> MapBackedDataset<String,DATASET,INSTANCE>	MapBackedDataset.of(Collection<DATASET> datasets) Convenience method to construct a MapBackedDataset from a number of Identifiable sub-datasets.
static <INSTANCE,DATASET extends Dataset<INSTANCE> & Identifiable> MapBackedDataset<String,DATASET,INSTANCE>	MapBackedDataset.of(DATASET... datasets) Convenience method to construct a MapBackedDataset from a number of Identifiable sub-datasets.
static <INSTANCE,DATASET extends Dataset<INSTANCE> & Identifiable> MapBackedDataset<String,DATASET,INSTANCE>	MapBackedDataset.of(DATASET d1) Convenience method to construct a MapBackedDataset from a number of Identifiable sub-datasets.
static <INSTANCE,DATASET extends Dataset<INSTANCE> & Identifiable> MapBackedDataset<String,DATASET,INSTANCE>	MapBackedDataset.of(DATASET d1, DATASET d2) Convenience method to construct a MapBackedDataset from a number of Identifiable sub-datasets.
static <INSTANCE,DATASET extends Dataset<INSTANCE> & Identifiable> MapBackedDataset<String,DATASET,INSTANCE>	MapBackedDataset.of(DATASET d1, DATASET d2, DATASET d3) Convenience method to construct a MapBackedDataset from a number of Identifiable sub-datasets.
static <INSTANCE,DATASET extends Dataset<INSTANCE> & Identifiable> MapBackedDataset<String,DATASET,INSTANCE>	MapBackedDataset.of(DATASET d1, DATASET d2, DATASET d3, DATASET d4) Convenience method to construct a MapBackedDataset from a number of Identifiable sub-datasets.
static <INSTANCE,DATASET extends Dataset<INSTANCE> & Identifiable> MapBackedDataset<String,DATASET,INSTANCE>	MapBackedDataset.of(DATASET d1, DATASET d2, DATASET d3, DATASET d4, DATASET d5) Convenience method to construct a MapBackedDataset from a number of Identifiable sub-datasets.

Methods in org.openimaj.data.dataset with parameters of type Dataset

Modifier and Type	Method and Description
static <INSTANCE,DATASET extends Dataset<INSTANCE> & Identifiable> MapBackedDataset<String,DATASET,INSTANCE>	MapBackedDataset.of(DATASET... datasets) Convenience method to construct a MapBackedDataset from a number of Identifiable sub-datasets.

Uses of Dataset in org.openimaj.experiment.dataset.cluster

Classes in org.openimaj.experiment.dataset.cluster that implement Dataset

Modifier and Type	Class and Description
class	ClusterEvalDataset Reads datasets of items and cluster labels from the clustereval tool: http://chris.de-vries.id.au/2013/06/clustereval-10-release.html The general format of clustereval is: item cluster_label*

Uses of Dataset in org.openimaj.experiment.dataset.sampling

Classes in org.openimaj.experiment.dataset.sampling with type parameters of type Dataset

Modifier and Type	Interface and Description
interface	Sampler<DATASET extends Dataset<?>> Interface describing classes that can sample instances from a dataset to create a new (smaller) dataset.

Uses of Dataset in org.openimaj.experiment.dataset.split

Classes in org.openimaj.experiment.dataset.split with type parameters of type Dataset

Modifier and Type	Interface and Description
interface	KWaySplitProvider<OUT extends Dataset<?>> An object that breaks a dataset into K splits.
interface	TestSplitProvider<OUT extends Dataset<?>> An object that can provide a test dataset.
interface	TrainSplitProvider<OUT extends Dataset<?>> An object that can provide a training dataset.
interface	ValidateSplitProvider<OUT extends Dataset<?>> An object that can provide a validation dataset.

Uses of Dataset in org.openimaj.experiment.dataset.util

Methods in org.openimaj.experiment.dataset.util with type parameters of type Dataset

Modifier and Type	Method and Description
static <ANN,DATASET extends Dataset<INSTANCE>,INSTANCE> GroupedDataset<ANN,DATASET,INSTANCE>	DatasetAdaptors.getGroupedDatasetSubset(GroupedDataset<ANN,DATASET,INSTANCE> data, ANN... groups) Takes a grouped dataset and returns a new dataset that contains only those groups specified.

Methods in org.openimaj.experiment.dataset.util with parameters of type Dataset

Modifier and Type	Method and Description
static <INSTANCE> List<INSTANCE>	DatasetAdaptors.asList(Dataset<INSTANCE> dataset) Create a List view of the given dataset.

Uses of Dataset in org.openimaj.experiment.gmm.retrieval

Classes in org.openimaj.experiment.gmm.retrieval that implement Dataset

Modifier and Type	Class and Description
class	UKBenchGroupDataset<IMAGE> A GroupedDataset of UKBenchListDatasets instances each of an item in the UKBench experiment.
class	UKBenchListDataset<IMAGE>

Uses of Dataset in org.openimaj.experiment.validation

Classes in org.openimaj.experiment.validation with type parameters of type Dataset

Modifier and Type	Class and Description
class	DefaultValidationData<DATASET extends Dataset<?>> Data for performing validation.
interface	ValidationData<DATASET extends Dataset<?>> Data for performing validation.
interface	ValidationOperation<DATASET extends Dataset<?>,ANALYSIS_RESULT> Interface describing the contract for classes which can perform a the operations required for a single round of validation.

Fields in org.openimaj.experiment.validation declared as Dataset

Modifier and Type	Field and Description
protected DATASET	DefaultValidationData.training
protected DATASET	DefaultValidationData.validation

Methods in org.openimaj.experiment.validation with type parameters of type Dataset

Modifier and Type	Method and Description
static <DATASET extends Dataset<?>,ANALYSIS_RESULT,AGGREGATE_ANALYSIS_RESULT extends AnalysisResult> AGGREGATE_ANALYSIS_RESULT	ValidationRunner.run(ResultAggregator<ANALYSIS_RESULT,AGGREGATE_ANALYSIS_RESULT> aggregator, DATASET dataset, CrossValidator<DATASET> cv, ValidationOperation<DATASET,ANALYSIS_RESULT> round) Perform cross validation using the given cross validation scheme on the given data.
static <DATASET extends Dataset<?>,ANALYSIS_RESULT,AGGREGATE_ANALYSIS_RESULT extends AnalysisResult> AGGREGATE_ANALYSIS_RESULT	ValidationRunner.run(ResultAggregator<ANALYSIS_RESULT,AGGREGATE_ANALYSIS_RESULT> aggregator, DATASET dataset, CrossValidator<DATASET> cv, ValidationOperation<DATASET,ANALYSIS_RESULT> round, ThreadPoolExecutor pool) Perform cross validation using the given cross validation scheme on the given data.

Uses of Dataset in org.openimaj.experiment.validation.cross

Classes in org.openimaj.experiment.validation.cross with type parameters of type Dataset

Modifier and Type	Interface and Description
interface	CrossValidationIterable<DATASET extends Dataset<?>> Interface for cross-validation schemes.
interface	CrossValidator<DATASET extends Dataset<?>> Interface for cross-validation schemes.

Uses of Dataset in org.openimaj.image.annotation.evaluation.dataset

Classes in org.openimaj.image.annotation.evaluation.dataset that implement Dataset

Modifier and Type	Class and Description
class	Corel5kDataset

Uses of Dataset in org.openimaj.image.dataset

Classes in org.openimaj.image.dataset that implement Dataset

Modifier and Type	Class and Description
class	BingImageDataset<IMAGE extends Image<?,IMAGE>> Image datasets dynamically created from the Bing search API.
class	FlickrImageDataset<IMAGE extends Image<?,IMAGE>> Class to dynamically create image datasets from flickr through various api calls.

Uses of Dataset in org.openimaj.image.model.asm.datasets

Subinterfaces of Dataset in org.openimaj.image.model.asm.datasets

Modifier and Type	Interface and Description
interface	ShapeModelDataset<IMAGE extends Image<?,IMAGE>> Dataset representing pairs of images and fixed size sets of points, together with a set of connections between points which are valid across all instances.

Uses of Dataset in org.openimaj.image.processing.face.detection.benchmarking

Classes in org.openimaj.image.processing.face.detection.benchmarking that implement Dataset

Modifier and Type	Class and Description
class	FDDBDataset

Uses of Dataset in org.openimaj.image.processing.face.feature

Methods in org.openimaj.image.processing.face.feature with parameters of type Dataset

Modifier and Type	Method and Description
void	EigenFaceFeature.Extractor.train(Dataset<? extends T> data) Train from a dataset

Uses of Dataset in org.openimaj.image.processing.face.recognition.benchmarking.dataset

Classes in org.openimaj.image.processing.face.recognition.benchmarking.dataset that implement Dataset

Modifier and Type	Class and Description
class	ATandTDataset A Dataset for Our Database of Faces/The ORL Face Database/The AT&T Face database.
class	TextFileDataset A simple dataset of people and their images, backed by a text file with the following format:

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

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

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 Dataset in org.openimaj.ml.dataset

Classes in org.openimaj.ml.dataset that implement Dataset

Modifier and Type	Class and Description
class	WineDataset A Dataset instance of the standard wine clustering experiment found here:

Uses of Dataset in org.openimaj.stream.provider

Classes in org.openimaj.stream.provider that implement Dataset

Modifier and Type	Class and Description
class	WikipediaEditsDataset Streaming dataset based on the Wikipedia/Wikimedia edits published in real-time on the wikimedia IRC channels.

Uses of Dataset in org.openimaj.stream.provider.irc

Classes in org.openimaj.stream.provider.irc that implement Dataset

Modifier and Type	Class and Description
class	AbstractIRCStreamDataset<T> Abstract base class for producing a stream of items from an IRC channel.
class	BasicIRCStreamDataset Basic streaming dataset from IRC messages.

Uses of Dataset in org.openimaj.stream.provider.twitter

Classes in org.openimaj.stream.provider.twitter that implement Dataset

Modifier and Type	Class and Description
class	AbstractTwitterSearchDataset<T> Calls the SearchResource.search(Query) function periodically and offers all discovered Status instances with the underlying BlockingDroppingBufferedStream.
class	AbstractTwitterStatusesFilterDataset<T> Base class for Live twitter streams based on the live Twitter streaming API.
class	AbstractTwitterStreamDataset<T> Base class for Live twitter streams based on the live Twitter streaming API.
class	ContextRoundRobinTwitterSearchAPIDataset Extends the TwitterSearchDataset to support multiple queries.
class	RoundRobinTwitterSearchAPIDataset Extends the TwitterSearchDataset to support multiple queries.
class	TwitterSearchDataset A concrete version of the AbstractTwitterSearchDataset which pushes the Statuss into the stream.
class	TwitterStreamDataset A concrete version of the AbstractTwitterStreamDataset which pushes the Statuss into the stream.
class	TwitterStreamFilterDataset A concrete version of the AbstractTwitterStreamDataset which pushes the Statuss into the stream.

Uses of Dataset in org.openimaj.workinprogress.featlearn

Constructors in org.openimaj.workinprogress.featlearn with parameters of type Dataset

Constructor and Description
RandomPatchSampler(Dataset<IMAGE> data, int width, int height, int nsamples)