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

A

addLayers(ComputationGraphConfiguration.GraphBuilder, int, int, int, int, int) - Static method in class org.deeplearning4j.zoo.model.helper.DarknetHelper

addLayers(ComputationGraphConfiguration.GraphBuilder, int, int, int, int, int, int) - Static method in class org.deeplearning4j.zoo.model.helper.DarknetHelper

addLayers(ComputationGraphConfiguration.GraphBuilder, int, String, int, int, int, int, int) - Static method in class org.deeplearning4j.zoo.model.helper.DarknetHelper

adjustBlock(ComputationGraphConfiguration.GraphBuilder, int, String, String) - Static method in class org.deeplearning4j.zoo.model.helper.NASNetHelper

adjustBlock(ComputationGraphConfiguration.GraphBuilder, int, String, String, String) - Static method in class org.deeplearning4j.zoo.model.helper.NASNetHelper

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.

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

BaseLabels - Class in org.deeplearning4j.zoo.util

Base functionality for helper classes that return label descriptions.

BaseLabels() - Constructor for class org.deeplearning4j.zoo.util.BaseLabels

Override BaseLabels.getLabels() when using this constructor.

BaseLabels(String) - Constructor for class org.deeplearning4j.zoo.util.BaseLabels

No need to override anything with this constructor.

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

ClassPrediction - Class in org.deeplearning4j.zoo.util

ClassPrediction: a prediction for classification, used with a Labels class.

ClassPrediction() - Constructor for class org.deeplearning4j.zoo.util.ClassPrediction

COCOLabels - Class in org.deeplearning4j.zoo.util.darknet

Helper class that returns label descriptions for YOLO models trained with COCO.

COCOLabels() - Constructor for class org.deeplearning4j.zoo.util.darknet.COCOLabels

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

conf() - Method in class org.deeplearning4j.zoo.model.Darknet19

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

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.TinyYOLO

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

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

conf() - Method in class org.deeplearning4j.zoo.model.YOLO2

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

Darknet19 - Class in org.deeplearning4j.zoo.model

Darknet19
Reference: https://arxiv.org/pdf/1612.08242.pdf

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

Contains functionality shared by Darknet19, TinyYOLO, and YOLO2.

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

DarknetLabels - Class in org.deeplearning4j.zoo.util.darknet

Helper class that returns label descriptions for Darknet models trained with ImageNet.

DarknetLabels() - Constructor for class org.deeplearning4j.zoo.util.darknet.DarknetLabels

Calls this(true).

DarknetLabels(int) - Constructor for class org.deeplearning4j.zoo.util.darknet.DarknetLabels

DarknetLabels(boolean) - Constructor for class org.deeplearning4j.zoo.util.darknet.DarknetLabels

DarknetLabels(boolean, int) - Constructor for class org.deeplearning4j.zoo.util.darknet.DarknetLabels

decodePredictions(INDArray, int) - Method in class org.deeplearning4j.zoo.util.BaseLabels

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

decodePredictions(INDArray, int) - Method in interface org.deeplearning4j.zoo.util.Labels

Given predictions from the trained model this method will return a list of the top n matches and the respective probabilities.

DEFAULT_PRIOR_BOXES - Static variable in class org.deeplearning4j.zoo.model.YOLO2

Default prior boxes for the model

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.

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

G

getGridHeight(int[]) - Static method in class org.deeplearning4j.zoo.model.helper.DarknetHelper

Returns inputShape[2] / 32, where inputShape[2] should be a multiple of 32.

getGridWidth(int[]) - Static method in class org.deeplearning4j.zoo.model.helper.DarknetHelper

Returns inputShape[1] / 32, where inputShape[1] should be a multiple of 32.

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

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

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

getLabel(int) - Method in interface org.deeplearning4j.zoo.util.Labels

Returns the description of the nth class from the classes of a dataset.

getLabels() - Method in class org.deeplearning4j.zoo.util.BaseLabels

Override to return labels when not calling BaseLabels.BaseLabels(String).

getLabels(String) - Method in class org.deeplearning4j.zoo.util.BaseLabels

Returns labels based on the text file resource.

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

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

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

getResourceFile() - Method in class org.deeplearning4j.zoo.util.BaseLabels

Download the resource at getURL() to the local resource directory, and return the local copy as a File

getURL() - Method in class org.deeplearning4j.zoo.util.BaseLabels

getURL() - Method in class org.deeplearning4j.zoo.util.darknet.COCOLabels

getURL() - Method in class org.deeplearning4j.zoo.util.darknet.DarknetLabels

getURL() - Method in class org.deeplearning4j.zoo.util.darknet.VOCLabels

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

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

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

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

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

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

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

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.
Reference: https://arxiv.org/abs/1503.03832
Also based on the OpenFace implementation: http://reports-archive.adm.cs.cmu.edu/anon/2016/CMU-CS-16-118.pdf Revised and consolidated version by @crockpotveggies

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.Darknet19

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

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.NASNet

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.SqueezeNet

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

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

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

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

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

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

init() - Method in class org.deeplearning4j.zoo.model.YOLO2

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

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

labels - Variable in class org.deeplearning4j.zoo.util.BaseLabels

Labels - Interface in org.deeplearning4j.zoo.util

Interface to helper classes that return label descriptions.

LeNet - Class in org.deeplearning4j.zoo.model

LeNet was an early promising achiever on the ImageNet dataset.

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

Deprecated.

No longer used, will be removed in a future release

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

metaData() - Method in class org.deeplearning4j.zoo.model.Darknet19

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

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.NASNet

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.SqueezeNet

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

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

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

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

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

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

metaData() - Method in class org.deeplearning4j.zoo.model.YOLO2

ModelMetaData - Class in org.deeplearning4j.zoo

Deprecated.

As of May 10, 2018. Will be removed in v1.1. Getters are now available on the inputShape from the ZooModel implementation.

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

Deprecated.

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

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

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.Darknet19

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

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.NASNet

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.SqueezeNet

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

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

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

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

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

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

modelType() - Method in class org.deeplearning4j.zoo.model.YOLO2

N

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

NASNet - Class in org.deeplearning4j.zoo.model

U-Net Implementation of NASNet-A in Deeplearning4j.

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

Layer helpers NASNet.

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

normalA(ComputationGraphConfiguration.GraphBuilder, int, String, String, String) - Static method in class org.deeplearning4j.zoo.model.helper.NASNetHelper

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 - package org.deeplearning4j.zoo.util

org.deeplearning4j.zoo.util.darknet - package org.deeplearning4j.zoo.util.darknet

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.Darknet19

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

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.NASNet

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.SqueezeNet

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

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

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

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

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

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

pretrainedChecksum(PretrainedType) - Method in class org.deeplearning4j.zoo.model.YOLO2

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.Darknet19

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

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.NASNet

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.SqueezeNet

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

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

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

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

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

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

pretrainedUrl(PretrainedType) - Method in class org.deeplearning4j.zoo.model.YOLO2

R

reductionA(ComputationGraphConfiguration.GraphBuilder, int, String, String, String) - Static method in class org.deeplearning4j.zoo.model.helper.NASNetHelper

ResNet50 - Class in org.deeplearning4j.zoo.model

Residual networks for deep learning.

resourceMD5() - Method in class org.deeplearning4j.zoo.util.BaseLabels

resourceMD5() - Method in class org.deeplearning4j.zoo.util.darknet.COCOLabels

resourceMD5() - Method in class org.deeplearning4j.zoo.util.darknet.DarknetLabels

resourceMD5() - Method in class org.deeplearning4j.zoo.util.darknet.VOCLabels

resourceMD5() - Method in class org.deeplearning4j.zoo.util.imagenet.ImageNetLabels

resourceName() - Method in class org.deeplearning4j.zoo.util.BaseLabels

resourceName() - Method in class org.deeplearning4j.zoo.util.darknet.COCOLabels

resourceName() - Method in class org.deeplearning4j.zoo.util.darknet.DarknetLabels

resourceName() - Method in class org.deeplearning4j.zoo.util.darknet.VOCLabels

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

S

sepConvBlock(ComputationGraphConfiguration.GraphBuilder, int, int, int, String, String) - Static method in class org.deeplearning4j.zoo.model.helper.NASNetHelper

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.Darknet19

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

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.NASNet

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.SqueezeNet

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

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

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

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

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

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

setInputShape(int[][]) - Method in class org.deeplearning4j.zoo.model.YOLO2

SimpleCNN - Class in org.deeplearning4j.zoo.model

A simple convolutional network for generic image classification.

SqueezeNet - Class in org.deeplearning4j.zoo.model

U-Net An implementation of SqueezeNet.

T

TextGenerationLSTM - Class in org.deeplearning4j.zoo.model

LSTM designed for text generation.

TinyYOLO - Class in org.deeplearning4j.zoo.model

Tiny YOLO Reference: https://arxiv.org/pdf/1612.08242.pdf

toString() - Method in class org.deeplearning4j.zoo.util.ClassPrediction

U

UNet - Class in org.deeplearning4j.zoo.model

U-Net An implementation of U-Net, a deep learning network for image segmentation in Deeplearning4j.

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

Deprecated.

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

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

VOCLabels - Class in org.deeplearning4j.zoo.util.darknet

Helper class that returns label descriptions for YOLO models trained with Pascal VOC.

VOCLabels() - Constructor for class org.deeplearning4j.zoo.util.darknet.VOCLabels

X

Xception - Class in org.deeplearning4j.zoo.model

U-Net An implementation of Xception in Deeplearning4j.

Y

YOLO2 - Class in org.deeplearning4j.zoo.model

YOLOv2 Reference: https://arxiv.org/pdf/1612.08242.pdf

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 - 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 X Y Z