A B C D G I L M P R S V X Y

A

ACTION_RECOGNITION - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

ActionRecognitionModelLoader - Class in ai.djl.mxnet.zoo.cv.actionrecognition

Model loader for Action Recognition models.

ActionRecognitionModelLoader(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.actionrecognition.ActionRecognitionModelLoader

Creates the Model loader from the given repository.

ai.djl.mxnet.zoo - package ai.djl.mxnet.zoo

Contains the built-in MxModelZoo.

ai.djl.mxnet.zoo.cv.actionrecognition - package ai.djl.mxnet.zoo.cv.actionrecognition

Contains classes for the Application.CV.ACTION_RECOGNITION models in the MxModelZoo.

ai.djl.mxnet.zoo.cv.classification - package ai.djl.mxnet.zoo.cv.classification

Contains classes for the Application.CV.IMAGE_CLASSIFICATION models in the MxModelZoo.

ai.djl.mxnet.zoo.cv.objectdetection - package ai.djl.mxnet.zoo.cv.objectdetection

Contains classes for the Application.CV.OBJECT_DETECTION models in the MxModelZoo.

ai.djl.mxnet.zoo.cv.poseestimation - package ai.djl.mxnet.zoo.cv.poseestimation

Contains classes for the Application.CV.POSE_ESTIMATION models in the MxModelZoo.

ai.djl.mxnet.zoo.cv.segmentation - package ai.djl.mxnet.zoo.cv.segmentation

Contains classes for the Application.CV.INSTANCE_SEGMENTATION models in the MxModelZoo.

ai.djl.mxnet.zoo.nlp.embedding - package ai.djl.mxnet.zoo.nlp.embedding

Contains classes for the natural language processing section (Application.NLP) of the MxModelZoo.

ai.djl.mxnet.zoo.nlp.embedding.utils - package ai.djl.mxnet.zoo.nlp.embedding.utils

Contains utilities for the natural language processing section (Application.NLP) of the MxModelZoo.

ai.djl.mxnet.zoo.nlp.qa - package ai.djl.mxnet.zoo.nlp.qa

Contains classes for the Application.NLP.QUESTION_ANSWER models in the MxModelZoo.

Alexnet - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Alexnet Symbolic models.

Alexnet(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Alexnet

Creates the Model loader from the given repository.

ALEXNET - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

B

BERT_QA - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

BertQAModelLoader - Class in ai.djl.mxnet.zoo.nlp.qa

Model loader for BERT QA models.

BertQAModelLoader(Repository) - Constructor for class ai.djl.mxnet.zoo.nlp.qa.BertQAModelLoader

Creates the Model loader from the given repository.

build() - Method in class ai.djl.mxnet.zoo.nlp.qa.MxBertQATranslator.Builder

Builds the translator.

builder() - Static method in class ai.djl.mxnet.zoo.nlp.qa.MxBertQATranslator

Creates a builder to build a MxBertQATranslator.

Builder() - Constructor for class ai.djl.mxnet.zoo.nlp.qa.MxBertQATranslator.Builder

BuildModelZooWordEmbedding - Class in ai.djl.mxnet.zoo.nlp.embedding.utils

A utility to build embeddings into DJL format from Gluon-NLP format.

C

createModel(String, Device, Artifact, Map<String, Object>, String) - Method in class ai.djl.mxnet.zoo.nlp.embedding.GloveWordEmbeddingModelLoader

D

Darknet - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Darknet Symbolic models.

Darknet(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Darknet

Creates the Model loader from the given repository.

DARKNET - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

Densenet - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Densenet Symbolic models.

Densenet(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Densenet

Creates the Model loader from the given repository.

DENSENET - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

G

getApplication() - Method in class ai.djl.mxnet.zoo.cv.actionrecognition.ActionRecognitionModelLoader

getApplication() - Method in class ai.djl.mxnet.zoo.cv.classification.ImageClassificationModelLoader

getApplication() - Method in class ai.djl.mxnet.zoo.cv.objectdetection.SingleShotDetectionModelLoader

getApplication() - Method in class ai.djl.mxnet.zoo.cv.objectdetection.YoloModelLoader

getApplication() - Method in class ai.djl.mxnet.zoo.cv.poseestimation.SimplePoseModelLoader

getApplication() - Method in class ai.djl.mxnet.zoo.cv.segmentation.InstanceSegmentationModelLoader

getApplication() - Method in class ai.djl.mxnet.zoo.nlp.embedding.GloveWordEmbeddingModelLoader

getApplication() - Method in class ai.djl.mxnet.zoo.nlp.qa.BertQAModelLoader

getBatchifier() - Method in class ai.djl.mxnet.zoo.nlp.qa.MxBertQATranslator

getGroupId() - Method in class ai.djl.mxnet.zoo.MxModelZoo

getIndex(String) - Method in class ai.djl.mxnet.zoo.nlp.qa.MxBertVocabulary

getModelZoo() - Method in class ai.djl.mxnet.zoo.MxZooProvider

getSupportedEngines() - Method in class ai.djl.mxnet.zoo.MxModelZoo

getToken(long) - Method in class ai.djl.mxnet.zoo.nlp.qa.MxBertVocabulary

GLOVE - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

GloveWordEmbeddingModelLoader - Class in ai.djl.mxnet.zoo.nlp.embedding

A ModelLoader for a WordEmbedding based on GloVe.

GloveWordEmbeddingModelLoader(Repository) - Constructor for class ai.djl.mxnet.zoo.nlp.embedding.GloveWordEmbeddingModelLoader

Constructs a GloveWordEmbeddingModelLoader given the repository.

Googlenet - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Googlenet Symbolic models.

Googlenet(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Googlenet

Creates the Model loader from the given repository.

GOOGLENET - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

GROUP_ID - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

I

ImageClassificationModelLoader - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Image Classification models.

ImageClassificationModelLoader(Repository, String, String) - Constructor for class ai.djl.mxnet.zoo.cv.classification.ImageClassificationModelLoader

Creates the Model loader from the given repository.

InceptionV3 - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Inception Symbolic models.

InceptionV3(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.InceptionV3

Creates the Model loader from the given repository.

INCEPTIONV3 - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

InstanceSegmentationModelLoader - Class in ai.djl.mxnet.zoo.cv.segmentation

Model loader for Instance Segmentation models.

InstanceSegmentationModelLoader(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.segmentation.InstanceSegmentationModelLoader

Creates the Model loader from the given repository.

L

loadModel(Map<String, String>, Device, Progress) - Method in class ai.djl.mxnet.zoo.cv.actionrecognition.ActionRecognitionModelLoader

Loads the model with the given search filters.

loadModel(Map<String, String>, Device, Progress) - Method in class ai.djl.mxnet.zoo.cv.classification.ImageClassificationModelLoader

Loads the model with the given search filters.

loadModel(Map<String, String>, Device, Progress) - Method in class ai.djl.mxnet.zoo.cv.objectdetection.SingleShotDetectionModelLoader

Loads the model with the given search filters.

loadModel(Map<String, String>, Device, Progress) - Method in class ai.djl.mxnet.zoo.cv.objectdetection.YoloModelLoader

loadModel(Map<String, String>, Device, Progress) - Method in class ai.djl.mxnet.zoo.cv.poseestimation.SimplePoseModelLoader

Loads the model with the given search filters.

loadModel(Map<String, String>, Device, Progress) - Method in class ai.djl.mxnet.zoo.cv.segmentation.InstanceSegmentationModelLoader

Loads the model with the given search filters.

loadModel(Map<String, String>, Device, Progress) - Method in class ai.djl.mxnet.zoo.nlp.embedding.GloveWordEmbeddingModelLoader

loadModel(Map<String, String>, Device, Progress) - Method in class ai.djl.mxnet.zoo.nlp.qa.BertQAModelLoader

Loads the model with the given search filters.

M

main(String[]) - Static method in class ai.djl.mxnet.zoo.nlp.embedding.utils.BuildModelZooWordEmbedding

Runs main build embeddings after editing.

MASK_RCNN - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

MLP - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

MlpModelLoader - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for MLP Symbolic models.

MlpModelLoader(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.MlpModelLoader

Creates the Model loader from the given repository.

Mobilenet - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Mobilenet Symbolic models.

Mobilenet(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Mobilenet

Creates the Model loader from the given repository.

MOBILENET - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

MxBertQATranslator - Class in ai.djl.mxnet.zoo.nlp.qa

The translator for BertQAModelLoader.

MxBertQATranslator.Builder - Class in ai.djl.mxnet.zoo.nlp.qa

The builder for Bert QA translator.

MxBertVocabulary - Class in ai.djl.mxnet.zoo.nlp.qa

A MXNet implementation of Vocabulary.

MxBertVocabulary() - Constructor for class ai.djl.mxnet.zoo.nlp.qa.MxBertVocabulary

MxModelZoo - Class in ai.djl.mxnet.zoo

MxModelZoo is a repository that contains all MXNet models in MxSymbolBlock for DJL.

MxModelZoo() - Constructor for class ai.djl.mxnet.zoo.MxModelZoo

MxZooProvider - Class in ai.djl.mxnet.zoo

An MXNet model zoo provider implements the ZooProvider interface.

MxZooProvider() - Constructor for class ai.djl.mxnet.zoo.MxZooProvider

P

parse(Path) - Static method in class ai.djl.mxnet.zoo.nlp.qa.MxBertVocabulary

Parses the vocabulary file and create MxBertVocabulary.

parse(String) - Static method in class ai.djl.mxnet.zoo.nlp.qa.MxBertVocabulary

Parses the vocabulary file and create MxBertVocabulary.

parse(InputStream) - Static method in class ai.djl.mxnet.zoo.nlp.qa.MxBertVocabulary

Parses the vocabulary file and create MxBertVocabulary.

prepare(NDManager, Model) - Method in class ai.djl.mxnet.zoo.nlp.qa.MxBertQATranslator

processInput(TranslatorContext, QAInput) - Method in class ai.djl.mxnet.zoo.nlp.qa.MxBertQATranslator

processOutput(TranslatorContext, NDList) - Method in class ai.djl.mxnet.zoo.nlp.qa.MxBertQATranslator

R

Resnest - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Resnest Symbolic models.

Resnest(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Resnest

Creates the Model loader from the given repository.

RESNEST - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

Resnet - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Resnet Symbolic models.

Resnet(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Resnet

Creates the Model loader from the given repository.

RESNET - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

Resnext - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Resnext Symbolic models.

Resnext(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Resnext

Creates the Model loader from the given repository.

RESNEXT - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

S

SE_RESNEXT - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

self() - Method in class ai.djl.mxnet.zoo.nlp.qa.MxBertQATranslator.Builder

Returns the builder.

Senet - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Senet Symbolic models.

Senet(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Senet

Creates the Model loader from the given repository.

SENET - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

SeResnext - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for SeResnext Symbolic models.

SeResnext(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.SeResnext

Creates the Model loader from the given repository.

setSeqLength(int) - Method in class ai.djl.mxnet.zoo.nlp.qa.MxBertQATranslator.Builder

Set the max length of the sequence to do the padding.

SIMPLE_POSE - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

SimplePoseModelLoader - Class in ai.djl.mxnet.zoo.cv.poseestimation

The translator for Simple Pose models.

SimplePoseModelLoader(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.poseestimation.SimplePoseModelLoader

Creates the Model loader from the given repository.

SingleShotDetectionModelLoader - Class in ai.djl.mxnet.zoo.cv.objectdetection

A ModelLoader for Single Shot Detection (SSD) models.

SingleShotDetectionModelLoader(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.objectdetection.SingleShotDetectionModelLoader

Creates the Model loader from the given repository.

Squeezenet - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Squeezenet Symbolic models.

Squeezenet(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Squeezenet

Creates a new instance of SqueezeNet.

SQUEEZENET - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

SSD - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

V

Vgg - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Vgg Symbolic models.

Vgg(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Vgg

Creates the Model loader from the given repository.

VGG - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

X

Xception - Class in ai.djl.mxnet.zoo.cv.classification

Model loader for Resnet Symbolic models.

Xception(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.classification.Xception

Creates the Model loader from the given repository.

XCEPTION - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

Y

YOLO - Static variable in class ai.djl.mxnet.zoo.MxModelZoo

YoloModelLoader - Class in ai.djl.mxnet.zoo.cv.objectdetection

A ModelLoader for YOLO models.

YoloModelLoader(Repository) - Constructor for class ai.djl.mxnet.zoo.cv.objectdetection.YoloModelLoader

Constructs a YoloModelLoader given the repository, mrl, and version.

A B C D G I L M P R S V X Y