org.deeplearning4j.zoo.model

Class VGG16

java.lang.Object

org.deeplearning4j.zoo.ZooModel

org.deeplearning4j.zoo.model.VGG16

All Implemented Interfaces:

InstantiableModel

public class VGG16
extends ZooModel

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

ImageNet weights for this model are available and have been converted from https://github.com/fchollet/keras/tree/1.1.2/keras/applications.

CIFAR-10 weights for this model are available and have been converted using "approach 2" from https://github.com/rajatvikramsingh/cifar10-vgg16.

VGGFace weights for this model are available and have been converted from https://github.com/rcmalli/keras-vggface.

Author:

Justin Long (crockpotveggies)

Field Summary

Fields inherited from class org.deeplearning4j.zoo.ZooModel

ROOT_CACHE_DIR

Constructor Summary

Constructors

Constructor and Description
VGG16(int numLabels, long seed, int iterations)
VGG16(int numLabels, long seed, int iterations, WorkspaceMode workspaceMode)

Method Summary

Modifier and Type	Method and Description
MultiLayerConfiguration	conf()
MultiLayerNetwork	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

VGG16

public VGG16(int numLabels,
             long seed,
             int iterations)

VGG16

public VGG16(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 MultiLayerConfiguration conf()

init

public MultiLayerNetwork init()

metaData

public ModelMetaData metaData()

setInputShape

public void setInputShape(int[][] inputShape)