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

A

AlexNet - Class in org.deeplearning4j.zoo.model

AlexNet Dl4j's AlexNet model interpretation based on the original paper ImageNet Classification with Deep Convolutional Neural Networks and the imagenetExample code referenced.

AlexNet(int, long, int) - Constructor for class org.deeplearning4j.zoo.model.AlexNet

AlexNet(int, long, int, WorkspaceMode) - Constructor for class org.deeplearning4j.zoo.model.AlexNet

appendGraph(ComputationGraphConfiguration.GraphBuilder, String, int, int[], int[], int[], int[], SubsamplingLayer.PoolingType, Activation, String) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

appendGraph(ComputationGraphConfiguration.GraphBuilder, String, int, int[], int[], int[], int[], SubsamplingLayer.PoolingType, int, Activation, String) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

appendGraph(ComputationGraphConfiguration.GraphBuilder, String, int, int[], int[], int[], int[], SubsamplingLayer.PoolingType, int, int, Activation, String) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

appendGraph(ComputationGraphConfiguration.GraphBuilder, String, int, int[], int[], int[], int[], SubsamplingLayer.PoolingType, int, int, int, Activation, String) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

Appends inception layer configurations a GraphBuilder object, based on the concept of Inception via the GoogleLeNet paper: https://arxiv.org/abs/1409.4842

avgPool7x7(int) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

avgPoolNxN(int, int) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

B

batchNorm(int, int) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

C

c3x3reduce(int, int, double) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

c5x5reduce(int, int, double) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

conf() - Method in class org.deeplearning4j.zoo.model.AlexNet

conf() - Method in class org.deeplearning4j.zoo.model.FaceNetNN4Small2

conf() - Method in class org.deeplearning4j.zoo.model.GoogLeNet

conf() - Method in class org.deeplearning4j.zoo.model.LeNet

conf() - Method in class org.deeplearning4j.zoo.model.SimpleCNN

conf() - Method in class org.deeplearning4j.zoo.model.TextGenerationLSTM

conf() - Method in class org.deeplearning4j.zoo.model.VGG16

conf() - Method in class org.deeplearning4j.zoo.model.VGG19

conv1x1(int, int, double) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

conv3x3(int, int, double) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

conv5x5(int, int, double) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

conv7x7(int, int, double) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

convNxN(int, int, int, int, boolean) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

convNxNreduce(int, int, int) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

D

decodePredictions(INDArray) - Method in class org.deeplearning4j.zoo.util.imagenet.ImageNetLabels

Given predictions from the trained model this method will return a string listing the top five matches and the respective probabilities

F

FaceNetHelper - Class in org.deeplearning4j.zoo.model.helper

Inception is based on GoogleLeNet configuration of convolutional layers for optimization of resources and learning.

FaceNetHelper() - Constructor for class org.deeplearning4j.zoo.model.helper.FaceNetHelper

FaceNetNN4Small2 - Class in org.deeplearning4j.zoo.model

A variant of the original FaceNet model that relies on embeddings and triplet loss.

FaceNetNN4Small2(int, long, int) - Constructor for class org.deeplearning4j.zoo.model.FaceNetNN4Small2

FaceNetNN4Small2(int, long, int, WorkspaceMode) - Constructor for class org.deeplearning4j.zoo.model.FaceNetNN4Small2

fullyConnected(int, int, double) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

G

getLabel(int) - Method in class org.deeplearning4j.zoo.util.imagenet.ImageNetLabels

Returns the description of tne nth class in the 1000 classes of ImageNet.

getModuleName() - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

getModuleName(String) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

GoogLeNet - Class in org.deeplearning4j.zoo.model

GoogleLeNet Reference: http://arxiv.org/pdf/1409.4842v1.pdf Revised and consolidated version by @kedardoshi

GoogLeNet(int, long, int) - Constructor for class org.deeplearning4j.zoo.model.GoogLeNet

GoogLeNet(int, long, int, WorkspaceMode) - Constructor for class org.deeplearning4j.zoo.model.GoogLeNet

graphBuilder(String) - Method in class org.deeplearning4j.zoo.model.InceptionResNetV1

graphBuilder() - Method in class org.deeplearning4j.zoo.model.ResNet50

I

ImageNetLabels - Class in org.deeplearning4j.zoo.util.imagenet

Helper class with a static method that returns the label description.

ImageNetLabels() - Constructor for class org.deeplearning4j.zoo.util.imagenet.ImageNetLabels

InceptionResNetHelper - Class in org.deeplearning4j.zoo.model.helper

Inception is based on GoogleLeNet configuration of convolutional layers for optimization of resources and learning.

InceptionResNetHelper() - Constructor for class org.deeplearning4j.zoo.model.helper.InceptionResNetHelper

InceptionResNetV1 - Class in org.deeplearning4j.zoo.model

A variant of the original FaceNet model that relies on embeddings and triplet loss.

InceptionResNetV1(int, long, int) - Constructor for class org.deeplearning4j.zoo.model.InceptionResNetV1

InceptionResNetV1(int, long, int, WorkspaceMode) - Constructor for class org.deeplearning4j.zoo.model.InceptionResNetV1

inceptionV1ResA(ComputationGraphConfiguration.GraphBuilder, String, int, double, String) - Static method in class org.deeplearning4j.zoo.model.helper.InceptionResNetHelper

Append Inception-ResNet A to a computation graph.

inceptionV1ResB(ComputationGraphConfiguration.GraphBuilder, String, int, double, String) - Static method in class org.deeplearning4j.zoo.model.helper.InceptionResNetHelper

Append Inception-ResNet B to a computation graph.

inceptionV1ResC(ComputationGraphConfiguration.GraphBuilder, String, int, double, String) - Static method in class org.deeplearning4j.zoo.model.helper.InceptionResNetHelper

Append Inception-ResNet C to a computation graph.

init() - Method in interface org.deeplearning4j.zoo.InstantiableModel

init() - Method in class org.deeplearning4j.zoo.model.AlexNet

init() - Method in class org.deeplearning4j.zoo.model.FaceNetNN4Small2

init() - Method in class org.deeplearning4j.zoo.model.GoogLeNet

init() - Method in class org.deeplearning4j.zoo.model.InceptionResNetV1

init() - Method in class org.deeplearning4j.zoo.model.LeNet

init() - Method in class org.deeplearning4j.zoo.model.ResNet50

init() - Method in class org.deeplearning4j.zoo.model.SimpleCNN

init() - Method in class org.deeplearning4j.zoo.model.TextGenerationLSTM

init() - Method in class org.deeplearning4j.zoo.model.VGG16

init() - Method in class org.deeplearning4j.zoo.model.VGG19

initPretrained() - Method in class org.deeplearning4j.zoo.ZooModel

By default, will return a pretrained ImageNet if available.

initPretrained(PretrainedType) - Method in class org.deeplearning4j.zoo.ZooModel

Returns a pretrained model for the given dataset, if available.

InstantiableModel - Interface in org.deeplearning4j.zoo

Interface for defining a model that can be instantiated and return information about itself.

L

LeNet - Class in org.deeplearning4j.zoo.model

LeNet was an early promising achiever on the ImageNet dataset.

LeNet(int, long, int) - Constructor for class org.deeplearning4j.zoo.model.LeNet

LeNet(int, long, int, WorkspaceMode) - Constructor for class org.deeplearning4j.zoo.model.LeNet

M

maxPool3x3(int) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

maxPoolNxN(int, int) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

metaData() - Method in interface org.deeplearning4j.zoo.InstantiableModel

metaData() - Method in class org.deeplearning4j.zoo.model.AlexNet

metaData() - Method in class org.deeplearning4j.zoo.model.FaceNetNN4Small2

metaData() - Method in class org.deeplearning4j.zoo.model.GoogLeNet

metaData() - Method in class org.deeplearning4j.zoo.model.InceptionResNetV1

metaData() - Method in class org.deeplearning4j.zoo.model.LeNet

metaData() - Method in class org.deeplearning4j.zoo.model.ResNet50

metaData() - Method in class org.deeplearning4j.zoo.model.SimpleCNN

metaData() - Method in class org.deeplearning4j.zoo.model.TextGenerationLSTM

metaData() - Method in class org.deeplearning4j.zoo.model.VGG16

metaData() - Method in class org.deeplearning4j.zoo.model.VGG19

ModelMetaData - Class in org.deeplearning4j.zoo

Metadata describing a model, including input shapes.

ModelMetaData() - Constructor for class org.deeplearning4j.zoo.ModelMetaData

ModelSelector - Class in org.deeplearning4j.zoo

Helper class for selecting multiple models from the zoo.

ModelSelector() - Constructor for class org.deeplearning4j.zoo.ModelSelector

modelType() - Method in interface org.deeplearning4j.zoo.InstantiableModel

modelType() - Method in class org.deeplearning4j.zoo.model.AlexNet

modelType() - Method in class org.deeplearning4j.zoo.model.FaceNetNN4Small2

modelType() - Method in class org.deeplearning4j.zoo.model.GoogLeNet

modelType() - Method in class org.deeplearning4j.zoo.model.InceptionResNetV1

modelType() - Method in class org.deeplearning4j.zoo.model.LeNet

modelType() - Method in class org.deeplearning4j.zoo.model.ResNet50

modelType() - Method in class org.deeplearning4j.zoo.model.SimpleCNN

modelType() - Method in class org.deeplearning4j.zoo.model.TextGenerationLSTM

modelType() - Method in class org.deeplearning4j.zoo.model.VGG16

modelType() - Method in class org.deeplearning4j.zoo.model.VGG19

N

nameLayer(String, String, int) - Static method in class org.deeplearning4j.zoo.model.helper.InceptionResNetHelper

O

org.deeplearning4j.zoo - package org.deeplearning4j.zoo

org.deeplearning4j.zoo.model - package org.deeplearning4j.zoo.model

org.deeplearning4j.zoo.model.helper - package org.deeplearning4j.zoo.model.helper

org.deeplearning4j.zoo.util.imagenet - package org.deeplearning4j.zoo.util.imagenet

P

pNormNxN(int, int, int) - Static method in class org.deeplearning4j.zoo.model.helper.FaceNetHelper

pretrainedAvailable(PretrainedType) - Method in class org.deeplearning4j.zoo.ZooModel

pretrainedChecksum(PretrainedType) - Method in interface org.deeplearning4j.zoo.InstantiableModel

pretrainedChecksum(PretrainedType) - Method in class org.deeplearning4j.zoo.model.AlexNet

pretrainedChecksum(PretrainedType) - Method in class org.deeplearning4j.zoo.model.FaceNetNN4Small2

pretrainedChecksum(PretrainedType) - Method in class org.deeplearning4j.zoo.model.GoogLeNet

pretrainedChecksum(PretrainedType) - Method in class org.deeplearning4j.zoo.model.InceptionResNetV1

pretrainedChecksum(PretrainedType) - Method in class org.deeplearning4j.zoo.model.LeNet

pretrainedChecksum(PretrainedType) - Method in class org.deeplearning4j.zoo.model.ResNet50

pretrainedChecksum(PretrainedType) - Method in class org.deeplearning4j.zoo.model.SimpleCNN

pretrainedChecksum(PretrainedType) - Method in class org.deeplearning4j.zoo.model.TextGenerationLSTM

pretrainedChecksum(PretrainedType) - Method in class org.deeplearning4j.zoo.model.VGG16

pretrainedChecksum(PretrainedType) - Method in class org.deeplearning4j.zoo.model.VGG19

PretrainedType - Enum in org.deeplearning4j.zoo

Enumerator for choosing different models, and different types of models.

pretrainedUrl(PretrainedType) - Method in interface org.deeplearning4j.zoo.InstantiableModel

pretrainedUrl(PretrainedType) - Method in class org.deeplearning4j.zoo.model.AlexNet

pretrainedUrl(PretrainedType) - Method in class org.deeplearning4j.zoo.model.FaceNetNN4Small2

pretrainedUrl(PretrainedType) - Method in class org.deeplearning4j.zoo.model.GoogLeNet

pretrainedUrl(PretrainedType) - Method in class org.deeplearning4j.zoo.model.InceptionResNetV1

pretrainedUrl(PretrainedType) - Method in class org.deeplearning4j.zoo.model.LeNet

pretrainedUrl(PretrainedType) - Method in class org.deeplearning4j.zoo.model.ResNet50

pretrainedUrl(PretrainedType) - Method in class org.deeplearning4j.zoo.model.SimpleCNN

pretrainedUrl(PretrainedType) - Method in class org.deeplearning4j.zoo.model.TextGenerationLSTM

pretrainedUrl(PretrainedType) - Method in class org.deeplearning4j.zoo.model.VGG16

pretrainedUrl(PretrainedType) - Method in class org.deeplearning4j.zoo.model.VGG19

R

ResNet50 - Class in org.deeplearning4j.zoo.model

Residual networks for deep learning.

ResNet50(int, long, int) - Constructor for class org.deeplearning4j.zoo.model.ResNet50

ResNet50(int, long, int, WorkspaceMode) - Constructor for class org.deeplearning4j.zoo.model.ResNet50

ROOT_CACHE_DIR - Static variable in class org.deeplearning4j.zoo.ZooModel

S

select(ZooType) - Static method in class org.deeplearning4j.zoo.ModelSelector

select(ZooType, int) - Static method in class org.deeplearning4j.zoo.ModelSelector

select(ZooType, int, WorkspaceMode) - Static method in class org.deeplearning4j.zoo.ModelSelector

select(ZooType, int, int, int) - Static method in class org.deeplearning4j.zoo.ModelSelector

select(ZooType, int, int, int, WorkspaceMode) - Static method in class org.deeplearning4j.zoo.ModelSelector

Select multiple models from the zoo according to type.

select(WorkspaceMode, ZooType...) - Static method in class org.deeplearning4j.zoo.ModelSelector

select(ZooType...) - Static method in class org.deeplearning4j.zoo.ModelSelector

select(int, int, int, WorkspaceMode, ZooType...) - Static method in class org.deeplearning4j.zoo.ModelSelector

Select specific models from the zoo.

setInputShape(int[][]) - Method in interface org.deeplearning4j.zoo.InstantiableModel

setInputShape(int[][]) - Method in class org.deeplearning4j.zoo.model.AlexNet

setInputShape(int[][]) - Method in class org.deeplearning4j.zoo.model.FaceNetNN4Small2

setInputShape(int[][]) - Method in class org.deeplearning4j.zoo.model.GoogLeNet

setInputShape(int[][]) - Method in class org.deeplearning4j.zoo.model.InceptionResNetV1

setInputShape(int[][]) - Method in class org.deeplearning4j.zoo.model.LeNet

setInputShape(int[][]) - Method in class org.deeplearning4j.zoo.model.ResNet50

setInputShape(int[][]) - Method in class org.deeplearning4j.zoo.model.SimpleCNN

setInputShape(int[][]) - Method in class org.deeplearning4j.zoo.model.TextGenerationLSTM

setInputShape(int[][]) - Method in class org.deeplearning4j.zoo.model.VGG16

setInputShape(int[][]) - Method in class org.deeplearning4j.zoo.model.VGG19

SimpleCNN - Class in org.deeplearning4j.zoo.model

A simple convolutional network for generic image classification.

SimpleCNN(int, long, int) - Constructor for class org.deeplearning4j.zoo.model.SimpleCNN

SimpleCNN(int, long, int, WorkspaceMode) - Constructor for class org.deeplearning4j.zoo.model.SimpleCNN

T

TextGenerationLSTM - Class in org.deeplearning4j.zoo.model

LSTM designed for text generation.

TextGenerationLSTM(int, long, int) - Constructor for class org.deeplearning4j.zoo.model.TextGenerationLSTM

TextGenerationLSTM(int, long, int, WorkspaceMode) - Constructor for class org.deeplearning4j.zoo.model.TextGenerationLSTM

U

useMDS() - Method in class org.deeplearning4j.zoo.ModelMetaData

If number of inputs are greater than 1, this states that the implementation should use MultiDataSet.

V

valueOf(String) - Static method in enum org.deeplearning4j.zoo.PretrainedType

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.zoo.ZooType

Returns the enum constant of this type with the specified name.

values() - Static method in enum org.deeplearning4j.zoo.PretrainedType

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.zoo.ZooType

Returns an array containing the constants of this enum type, in the order they are declared.

VGG16 - Class in org.deeplearning4j.zoo.model

VGG-16, from Very Deep Convolutional Networks for Large-Scale Image Recognition https://arxiv.org/abs/1409.1556 Deep Face Recognition http://www.robots.ox.ac.uk/~vgg/publications/2015/Parkhi15/parkhi15.pdf

VGG16(int, long, int) - Constructor for class org.deeplearning4j.zoo.model.VGG16

VGG16(int, long, int, WorkspaceMode) - Constructor for class org.deeplearning4j.zoo.model.VGG16

VGG19 - Class in org.deeplearning4j.zoo.model

VGG-19, from Very Deep Convolutional Networks for Large-Scale Image Recognition https://arxiv.org/abs/1409.1556)

VGG19(int, long, int) - Constructor for class org.deeplearning4j.zoo.model.VGG19

VGG19(int, long, int, WorkspaceMode) - Constructor for class org.deeplearning4j.zoo.model.VGG19

Z

ZooModel<T> - Class in org.deeplearning4j.zoo

A zoo model is instantiable, returns information about itself, and can download pretrained models if available.

ZooModel() - Constructor for class org.deeplearning4j.zoo.ZooModel

zooType() - Method in interface org.deeplearning4j.zoo.InstantiableModel

zooType() - Method in class org.deeplearning4j.zoo.model.AlexNet

zooType() - Method in class org.deeplearning4j.zoo.model.FaceNetNN4Small2

zooType() - Method in class org.deeplearning4j.zoo.model.GoogLeNet

zooType() - Method in class org.deeplearning4j.zoo.model.InceptionResNetV1

zooType() - Method in class org.deeplearning4j.zoo.model.LeNet

zooType() - Method in class org.deeplearning4j.zoo.model.ResNet50

zooType() - Method in class org.deeplearning4j.zoo.model.SimpleCNN

zooType() - Method in class org.deeplearning4j.zoo.model.TextGenerationLSTM

zooType() - Method in class org.deeplearning4j.zoo.model.VGG16

zooType() - Method in class org.deeplearning4j.zoo.model.VGG19

ZooType - Enum in org.deeplearning4j.zoo

Enumerator for choosing different models, and different types of models.

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