org.deeplearning4j.zoo.model

Class GoogLeNet

java.lang.Object

org.deeplearning4j.zoo.ZooModel

org.deeplearning4j.zoo.model.GoogLeNet

All Implemented Interfaces:

InstantiableModel

public class GoogLeNet
extends ZooModel

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

ImageNet weights for this model are available and have been converted from https://gist.github.com/joelouismarino/a2ede9ab3928f999575423b9887abd14.

Author:

kedardoshi, Justin Long (crockpotveggies)

Field Summary

Fields inherited from class org.deeplearning4j.zoo.ZooModel

ROOT_CACHE_DIR

Constructor Summary

Constructors

Constructor and Description
GoogLeNet(int numLabels, long seed, int iterations)
GoogLeNet(int numLabels, long seed, int iterations, WorkspaceMode workspaceMode)

Method Summary

Modifier and Type	Method and Description
ComputationGraphConfiguration	conf()
ComputationGraph	init()
ModelMetaData	metaData()
Class<? extends Model>	modelType()
long	pretrainedChecksum(PretrainedType pretrainedType)
String	pretrainedUrl(PretrainedType pretrainedType)
void	setInputShape(int[][] inputShape)
ZooType	zooType()

Methods inherited from class org.deeplearning4j.zoo.ZooModel

initPretrained, initPretrained, pretrainedAvailable

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

GoogLeNet

public GoogLeNet(int numLabels,
                 long seed,
                 int iterations)

GoogLeNet

public GoogLeNet(int numLabels,
                 long seed,
                 int iterations,
                 WorkspaceMode workspaceMode)

Method Detail

pretrainedUrl

public String pretrainedUrl(PretrainedType pretrainedType)

pretrainedChecksum

public long pretrainedChecksum(PretrainedType pretrainedType)

zooType

public ZooType zooType()

modelType

public Class<? extends Model> modelType()

conf

public ComputationGraphConfiguration conf()

init

public ComputationGraph init()

metaData

public ModelMetaData metaData()

setInputShape

public void setInputShape(int[][] inputShape)