A B C D F G I L M O P R S T U

A

AbstractImageFolder - Class in ai.djl.basicdataset

A dataset for loading image files stored in a folder structure.

AbstractImageFolder(AbstractImageFolder.ImageFolderBuilder<?>) - Constructor for class ai.djl.basicdataset.AbstractImageFolder

AbstractImageFolder.ImageFolderBuilder<T extends AbstractImageFolder.ImageFolderBuilder> - Class in ai.djl.basicdataset

Used to build an AbstractImageFolder.

ai.djl.basicdataset - package ai.djl.basicdataset

Contains a library of built-in datasets.

ai.djl.basicdataset.utils - package ai.djl.basicdataset.utils

Contains utilities used within the basic datasets.

Annotation() - Constructor for class ai.djl.basicdataset.CocoMetadata.Annotation

apply(T) - Method in interface ai.djl.basicdataset.utils.ThrowingFunction

Applies this function to the given argument.

B

BasicDatasets - Interface in ai.djl.basicdataset

An interface which contains datasets that are hosted on https://mlrepo.djl.ai/.

build() - Method in class ai.djl.basicdataset.Cifar10.Builder

Builds a new Cifar10.

build() - Method in class ai.djl.basicdataset.CocoDetection.Builder

Builds the new CocoDetection.

build() - Method in class ai.djl.basicdataset.ImageFolder.Builder

Builds the ImageFolder.

build() - Method in class ai.djl.basicdataset.ImageNet.Builder

Builds the ImageNet.

build() - Method in class ai.djl.basicdataset.Mnist.Builder

Builds the Mnist.

build() - Method in class ai.djl.basicdataset.PikachuDetection.Builder

Builds the PikachuDetection.

builder(NDManager) - Static method in class ai.djl.basicdataset.Cifar10

Creates a builder to build a Cifar10.

Builder() - Constructor for class ai.djl.basicdataset.Cifar10.Builder

Constructs a new builder.

builder() - Static method in class ai.djl.basicdataset.CocoDetection

Creates a builder to build a CocoDetection.

Builder() - Constructor for class ai.djl.basicdataset.CocoDetection.Builder

Constructs a new builder.

builder() - Static method in class ai.djl.basicdataset.ImageFolder

Creates a new builder to build a ImageFolder.

Builder() - Constructor for class ai.djl.basicdataset.ImageFolder.Builder

builder() - Static method in class ai.djl.basicdataset.ImageNet

Creates a new builder to build a ImageNet.

Builder() - Constructor for class ai.djl.basicdataset.ImageNet.Builder

builder(NDManager) - Static method in class ai.djl.basicdataset.Mnist

Creates a builder to build a Mnist.

Builder() - Constructor for class ai.djl.basicdataset.Mnist.Builder

Constructs a new builder.

builder() - Static method in class ai.djl.basicdataset.PikachuDetection

Creates a new builder to build a PikachuDetection.

Builder() - Constructor for class ai.djl.basicdataset.PikachuDetection.Builder

Constructs a new builder.

C

Category() - Constructor for class ai.djl.basicdataset.CocoMetadata.Category

Cifar10 - Class in ai.djl.basicdataset

CIFAR10 image classification dataset from https://www.cs.toronto.edu/~kriz/cifar.html.

Cifar10.Builder - Class in ai.djl.basicdataset

A builder to construct a Cifar10.

CocoDetection - Class in ai.djl.basicdataset

Coco image detection dataset from http://cocodataset.org/#home.

CocoDetection.Builder - Class in ai.djl.basicdataset

A builder to construct a CocoDetection.

CocoMetadata - Class in ai.djl.basicdataset

A metadata class to represent the structure of annotations in Coco.

CocoMetadata() - Constructor for class ai.djl.basicdataset.CocoMetadata

CocoMetadata.Annotation - Class in ai.djl.basicdataset

An annotation applied to an image in the coco dataset.

CocoMetadata.Category - Class in ai.djl.basicdataset

An annotation category in the coco dataset.

CocoMetadata.Image - Class in ai.djl.basicdataset

An image in the coco dataset.

CocoMetadata.RectangleDeserializer - Class in ai.djl.basicdataset

A JsonDeserializer for the Rectangle class.

CocoUtils - Class in ai.djl.basicdataset

A utility class that assists in loading and parsing the annotations in Coco.

D

deserialize(JsonElement, Type, JsonDeserializationContext) - Method in class ai.djl.basicdataset.CocoMetadata.RectangleDeserializer

F

flag - Variable in class ai.djl.basicdataset.AbstractImageFolder

G

get(NDManager, long) - Method in class ai.djl.basicdataset.AbstractImageFolder

get(NDManager, long) - Method in class ai.djl.basicdataset.CocoDetection

get(NDManager, long) - Method in class ai.djl.basicdataset.PikachuDetection

getAnnotationById(long) - Method in class ai.djl.basicdataset.CocoUtils

Returns an CocoMetadata.Annotation that corresponds to a given annotation id.

getAnnotationIdByImageId(long) - Method in class ai.djl.basicdataset.CocoUtils

Returns all ids of the annotation that correspond to a given image id.

getAnnotations() - Method in class ai.djl.basicdataset.CocoMetadata

Returns a list of all annotations.

getArea() - Method in class ai.djl.basicdataset.CocoMetadata.Annotation

Returns the area of this annotation.

getArtifact() - Method in class ai.djl.basicdataset.Cifar10

getArtifact() - Method in class ai.djl.basicdataset.CocoDetection

getArtifact() - Method in class ai.djl.basicdataset.Mnist

getArtifact() - Method in class ai.djl.basicdataset.PikachuDetection

getBoundingBox() - Method in class ai.djl.basicdataset.CocoMetadata.Annotation

Returns the bounding box of this annotation.

getCategories() - Method in class ai.djl.basicdataset.CocoMetadata

Returns a list of all categories.

getCategoryId() - Method in class ai.djl.basicdataset.CocoMetadata.Annotation

Returns the category id of this annotation.

getClassFull() - Method in class ai.djl.basicdataset.ImageNet

Returns all full class names of this ImageNet dataset.

getClassNames() - Method in class ai.djl.basicdataset.ImageNet

Returns all class names of this ImageNet dataset.

getCocoUrl() - Method in class ai.djl.basicdataset.CocoMetadata.Image

Returns the url of this image.

getHeight() - Method in class ai.djl.basicdataset.CocoMetadata.Image

Returns the height of this image.

getId() - Method in class ai.djl.basicdataset.CocoMetadata.Annotation

Returns the id of this annotation.

getId() - Method in class ai.djl.basicdataset.CocoMetadata.Category

Returns the id of this category.

getId() - Method in class ai.djl.basicdataset.CocoMetadata.Image

Returns the id of this image.

getImageId() - Method in class ai.djl.basicdataset.CocoMetadata.Annotation

Returns the id of the image this annotation applies to.

getImageIds() - Method in class ai.djl.basicdataset.CocoUtils

Returns all image ids in the annotation file.

getImagePath(String) - Method in class ai.djl.basicdataset.AbstractImageFolder

getImagePath(String) - Method in class ai.djl.basicdataset.ImageFolder

getImagePath(String) - Method in class ai.djl.basicdataset.ImageNet

getImages() - Method in class ai.djl.basicdataset.CocoMetadata

Returns a list of all images.

getMrl() - Method in class ai.djl.basicdataset.Cifar10

getMrl() - Method in class ai.djl.basicdataset.CocoDetection

getMrl() - Method in class ai.djl.basicdataset.Mnist

getMrl() - Method in class ai.djl.basicdataset.PikachuDetection

getRelativeImagePath(long) - Method in class ai.djl.basicdataset.CocoUtils

Returns the relative path of an image given an image id.

getRepository() - Method in class ai.djl.basicdataset.Cifar10

getRepository() - Method in class ai.djl.basicdataset.CocoDetection

getRepository() - Method in class ai.djl.basicdataset.Mnist

getRepository() - Method in class ai.djl.basicdataset.PikachuDetection

getSynset() - Method in class ai.djl.basicdataset.AbstractImageFolder

Returns the synsets of the ImageFolder dataset.

getUsage() - Method in class ai.djl.basicdataset.Cifar10

getUsage() - Method in class ai.djl.basicdataset.CocoDetection

getUsage() - Method in class ai.djl.basicdataset.Mnist

getUsage() - Method in class ai.djl.basicdataset.PikachuDetection

getWidth() - Method in class ai.djl.basicdataset.CocoMetadata.Image

Returns the width of this image.

getWordNetIds() - Method in class ai.djl.basicdataset.ImageNet

Returns all WordNet ids of this ImageNet dataset.

GROUP_ID - Static variable in interface ai.djl.basicdataset.BasicDatasets

GSON - Static variable in class ai.djl.basicdataset.CocoMetadata

I

Image() - Constructor for class ai.djl.basicdataset.CocoMetadata.Image

ImageFolder - Class in ai.djl.basicdataset

A dataset for loading image files stored in a folder structure.

ImageFolder.Builder - Class in ai.djl.basicdataset

A builder for the ImageFolder.

ImageFolderBuilder() - Constructor for class ai.djl.basicdataset.AbstractImageFolder.ImageFolderBuilder

ImageNet - Class in ai.djl.basicdataset

ImageNet is an image classification dataset from http://image-net.org 2012 Classification dataset.

ImageNet.Builder - Class in ai.djl.basicdataset

A builder for a ImageNet.

isPrepared() - Method in class ai.djl.basicdataset.Cifar10

isPrepared() - Method in class ai.djl.basicdataset.CocoDetection

isPrepared() - Method in class ai.djl.basicdataset.Mnist

isPrepared() - Method in class ai.djl.basicdataset.PikachuDetection

items - Variable in class ai.djl.basicdataset.AbstractImageFolder

L

listImages(File, List<String>) - Method in class ai.djl.basicdataset.AbstractImageFolder

M

mapCategoryId(long) - Method in class ai.djl.basicdataset.CocoUtils

Returns the continuous category id given an original category id.

Mnist - Class in ai.djl.basicdataset

MNIST handwritten digits dataset from http://yann.lecun.com/exdb/mnist.

Mnist.Builder - Class in ai.djl.basicdataset

A builder for a Mnist.

MXNET_REPO_URL - Static variable in interface ai.djl.basicdataset.BasicDatasets

O

optArtifact(Artifact) - Method in class ai.djl.basicdataset.Cifar10.Builder

Sets the optional artifact containing the data.

optArtifact(Artifact) - Method in class ai.djl.basicdataset.CocoDetection.Builder

Sets the optional artifact.

optArtifact(Artifact) - Method in class ai.djl.basicdataset.Mnist.Builder

Sets the optional artifact.

optArtifact(Artifact) - Method in class ai.djl.basicdataset.PikachuDetection.Builder

Sets the optional artifact.

optFlag(NDImageUtils.Flag) - Method in class ai.djl.basicdataset.AbstractImageFolder.ImageFolderBuilder

Sets the optional color mode flag.

optFlag(NDImageUtils.Flag) - Method in class ai.djl.basicdataset.CocoDetection.Builder

Sets the optional color mode flag.

optFlag(NDImageUtils.Flag) - Method in class ai.djl.basicdataset.PikachuDetection.Builder

Sets the optional color mode flag.

optRepository(Repository) - Method in class ai.djl.basicdataset.Cifar10.Builder

Sets the optional repository for the dataset.

optRepository(Repository) - Method in class ai.djl.basicdataset.CocoDetection.Builder

Sets the optional repository.

optRepository(Repository) - Method in class ai.djl.basicdataset.Mnist.Builder

Sets the optional repository.

optRepository(Repository) - Method in class ai.djl.basicdataset.PikachuDetection.Builder

Sets the optional repository.

optUsage(Dataset.Usage) - Method in class ai.djl.basicdataset.Cifar10.Builder

Sets the optional usage for the dataset.

optUsage(Dataset.Usage) - Method in class ai.djl.basicdataset.CocoDetection.Builder

Sets the optional usage.

optUsage(Dataset.Usage) - Method in class ai.djl.basicdataset.ImageNet.Builder

Sets the optional usage.

optUsage(Dataset.Usage) - Method in class ai.djl.basicdataset.Mnist.Builder

Sets the optional usage.

optUsage(Dataset.Usage) - Method in class ai.djl.basicdataset.PikachuDetection.Builder

Sets the optional usage.

P

PikachuDetection - Class in ai.djl.basicdataset

Pikachu image detection dataset that contains multiple Pikachus in each image.

PikachuDetection(PikachuDetection.Builder) - Constructor for class ai.djl.basicdataset.PikachuDetection

PikachuDetection.Builder - Class in ai.djl.basicdataset

A builder for a PikachuDetection.

prepare() - Method in class ai.djl.basicdataset.CocoUtils

Prepares and indexes the annotation file in memory.

prepare(Progress) - Method in class ai.djl.basicdataset.ImageFolder

prepare(Progress) - Method in class ai.djl.basicdataset.ImageNet

prepareData(Dataset.Usage) - Method in class ai.djl.basicdataset.Cifar10

prepareData(Dataset.Usage) - Method in class ai.djl.basicdataset.CocoDetection

prepareData(Dataset.Usage) - Method in class ai.djl.basicdataset.Mnist

prepareData(Dataset.Usage) - Method in class ai.djl.basicdataset.PikachuDetection

R

RectangleDeserializer() - Constructor for class ai.djl.basicdataset.CocoMetadata.RectangleDeserializer

repository - Variable in class ai.djl.basicdataset.AbstractImageFolder

REPOSITORY - Static variable in interface ai.djl.basicdataset.BasicDatasets

S

self() - Method in class ai.djl.basicdataset.Cifar10.Builder

self() - Method in class ai.djl.basicdataset.CocoDetection.Builder

self() - Method in class ai.djl.basicdataset.ImageFolder.Builder

self() - Method in class ai.djl.basicdataset.ImageNet.Builder

self() - Method in class ai.djl.basicdataset.Mnist.Builder

self() - Method in class ai.djl.basicdataset.PikachuDetection.Builder

setManager(NDManager) - Method in class ai.djl.basicdataset.Cifar10.Builder

Sets the manager for the dataset.

setManager(NDManager) - Method in class ai.djl.basicdataset.Mnist.Builder

Sets the manager for the dataset.

setPrepared(boolean) - Method in class ai.djl.basicdataset.Cifar10

setPrepared(boolean) - Method in class ai.djl.basicdataset.CocoDetection

setPrepared(boolean) - Method in class ai.djl.basicdataset.Mnist

setPrepared(boolean) - Method in class ai.djl.basicdataset.PikachuDetection

setRepository(Repository) - Method in class ai.djl.basicdataset.AbstractImageFolder.ImageFolderBuilder

Sets the repository containing the image folder.

size() - Method in class ai.djl.basicdataset.AbstractImageFolder

size() - Method in class ai.djl.basicdataset.CocoDetection

size() - Method in class ai.djl.basicdataset.PikachuDetection

synset - Variable in class ai.djl.basicdataset.AbstractImageFolder

T

ThrowingFunction<T,R,E extends java.lang.Exception> - Interface in ai.djl.basicdataset.utils

Represents a function that accepts one argument, produces a result, and throws an Exception.

U

useDefaultArtifact() - Method in class ai.djl.basicdataset.Cifar10

useDefaultArtifact() - Method in class ai.djl.basicdataset.CocoDetection

useDefaultArtifact() - Method in class ai.djl.basicdataset.Mnist

useDefaultArtifact() - Method in class ai.djl.basicdataset.PikachuDetection

A B C D F G I L M O P R S T U