org.deeplearning4j.zoo.model

Class LeNet

java.lang.Object

org.deeplearning4j.zoo.ZooModel

org.deeplearning4j.zoo.model.LeNet

All Implemented Interfaces:

InstantiableModel

public class LeNet
extends ZooModel

LeNet was an early promising achiever on the ImageNet dataset. Reference: http://yann.lecun.com/exdb/publis/pdf/lecun-98.pdf

MNIST weights for this model are available and have been converted from https://github.com/f00-/mnist-lenet-keras.

Author:

kepricon, Justin Long (crockpotveggies)

Field Summary

Fields inherited from class org.deeplearning4j.zoo.ZooModel

ROOT_CACHE_DIR

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
MultiLayerConfiguration	conf()
Model	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

LeNet

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

LeNet

public LeNet(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 Model init()

metaData

public ModelMetaData metaData()

setInputShape

public void setInputShape(int[][] inputShape)