org.openimaj.image.model.asm.datasets

Interface ShapeModelDataset<IMAGE extends org.openimaj.image.Image<?,IMAGE>>

Type Parameters:

IMAGE - type of the images in the collection

All Superinterfaces:

Collection<org.openimaj.util.pair.IndependentPair<PointList,IMAGE>>, org.openimaj.data.dataset.Dataset<org.openimaj.util.pair.IndependentPair<PointList,IMAGE>>, Iterable<org.openimaj.util.pair.IndependentPair<PointList,IMAGE>>, List<org.openimaj.util.pair.IndependentPair<PointList,IMAGE>>, org.openimaj.data.dataset.ListDataset<org.openimaj.util.pair.IndependentPair<PointList,IMAGE>>

public interface ShapeModelDataset<IMAGE extends org.openimaj.image.Image<?,IMAGE>>
extends org.openimaj.data.dataset.ListDataset<org.openimaj.util.pair.IndependentPair<PointList,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. Useful for training PointDistributionModels and ActiveShapeModels.

Author:

Jonathon Hare (jsh2@ecs.soton.ac.uk)

Method Summary

Modifier and Type	Method and Description
PointListConnections	getConnections() Get the connections between the points
List<IMAGE>	getImages() Get the image for each instance
List<PointList>	getPointLists() Get the points for each instance

Methods inherited from interface org.openimaj.data.dataset.ListDataset

getInstance

Methods inherited from interface org.openimaj.data.dataset.Dataset

getRandomInstance, numInstances

Methods inherited from interface java.util.List

add, add, addAll, addAll, clear, contains, containsAll, equals, get, hashCode, indexOf, isEmpty, iterator, lastIndexOf, listIterator, listIterator, remove, remove, removeAll, replaceAll, retainAll, set, size, sort, spliterator, subList, toArray, toArray

Methods inherited from interface java.util.Collection

parallelStream, removeIf, stream

Methods inherited from interface java.lang.Iterable

forEach

Method Detail

getConnections

PointListConnections getConnections()

Get the connections between the points

Returns:

the connections

getPointLists

List<PointList> getPointLists()

Get the points for each instance

Returns:

the point list for each instance

getImages

List<IMAGE> getImages()

Get the image for each instance

Returns:

the image for each instance