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

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.

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

availableSize() - Method in class ai.djl.basicdataset.CaptchaDataset

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

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

availableSize() - Method in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset

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.CaptchaDataset.Builder

Builds the CaptchaDataset.

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.

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

Builds the TatoebaEnglishFrenchDataset.

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

Creates a builder to build a CaptchaDataset.

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

Creates a builder to build a Cifar10.

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

Creates a builder to build a CocoDetection.

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

Creates a new builder to build a ImageFolder.

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

Creates a new builder to build a ImageNet.

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

Creates a builder to build a Mnist.

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

Creates a new builder to build a PikachuDetection.

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

Creates a new builder to build a TatoebaEnglishFrenchDataset.

C

CAPTCHA_LENGTH - Static variable in class ai.djl.basicdataset.CaptchaDataset

CAPTCHA_OPTIONS - Static variable in class ai.djl.basicdataset.CaptchaDataset

CaptchaDataset - Class in ai.djl.basicdataset

A Dataset featuring captcha images.

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

Creates a new instance of CaptchaDataset.

CaptchaDataset.Builder - Class in ai.djl.basicdataset

A builder for a CaptchaDataset.

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

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

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.CaptchaDataset

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

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

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

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.CaptchaDataset

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

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

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.CaptchaDataset

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

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

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.CaptchaDataset

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

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

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

Returns the synsets of the ImageFolder dataset.

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

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

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

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

IMAGE_HEIGHT - Static variable in class ai.djl.basicdataset.CaptchaDataset

IMAGE_HEIGHT - Static variable in class ai.djl.basicdataset.Cifar10

IMAGE_HEIGHT - Static variable in class ai.djl.basicdataset.Mnist

IMAGE_WIDTH - Static variable in class ai.djl.basicdataset.CaptchaDataset

IMAGE_WIDTH - Static variable in class ai.djl.basicdataset.Cifar10

IMAGE_WIDTH - Static variable in class ai.djl.basicdataset.Mnist

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.

includeValidLength - Variable in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

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

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

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

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.

N

NORMALIZE_MEAN - Static variable in class ai.djl.basicdataset.Cifar10

NORMALIZE_STD - Static variable in class ai.djl.basicdataset.Cifar10

NUM_CLASSES - Static variable in class ai.djl.basicdataset.Mnist

O

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

Sets the optional artifact.

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.

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

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

Sets the optional manager for the dataset (default follows engine default).

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

Sets the optional manager for the dataset (default follows engine default).

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

Sets the optional repository.

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.

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

Sets the optional repository.

optSourceTextProcessor(TextProcessor) - Method in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

Sets a TextProcessor to be used on the source language input.

optSourceTextProcessors(List<TextProcessor>) - Method in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

Sets the list of TextProcessors to be used on the source language input.

optTargetTextProcessor(TextProcessor) - Method in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

Sets a TextProcessor to be used on the target language input.

optTargetTextProcessors(List<TextProcessor>) - Method in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

Sets the list of TextProcessors to be used on the target language input.

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

Sets the optional usage.

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.

optUsage(Dataset.Usage) - Method in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.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.CaptchaDataset

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

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

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.CaptchaDataset.Builder

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

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

setEmbedding(WordEmbedding, boolean) - Method in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

Sets the required implementation of WordEmbedding to source the embeddings from.

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

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

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

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

Sets the repository containing the image folder.

setTokenizer(Tokenizer) - Method in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

Sets a Tokenizer to tokenize the input sentences.

setValidLength(boolean) - Method in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

Sets the required parameter whether to include the valid length as part of data in the Record.

sourceTextProcessors - Variable in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

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

T

targetTextProcessors - Variable in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

TatoebaEnglishFrenchDataset - Class in ai.djl.basicdataset

TatoebaEnglishFrenchDataset is a English-French machine translation dataset from The Tatoeba Project (http://www.manythings.org/anki/).

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

Creates a new instance of TatoebaEnglishFrenchDataset.

TatoebaEnglishFrenchDataset.Builder - Class in ai.djl.basicdataset

A builder for a TatoebaEnglishFrenchDataset.

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.

tokenizer - Variable in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

trainEmbedding - Variable in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

U

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

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

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

W

wordEmbedding - Variable in class ai.djl.basicdataset.TatoebaEnglishFrenchDataset.Builder

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