org.deeplearning4j.zoo.model

Class SimpleCNN

java.lang.Object

org.deeplearning4j.zoo.ZooModel

org.deeplearning4j.zoo.model.SimpleCNN

All Implemented Interfaces:

InstantiableModel

public class SimpleCNN
extends ZooModel

A simple convolutional network for generic image classification. Reference: https://github.com/oarriaga/face_classification/

Author:

Justin Long (crockpotveggies)

Field Summary

Fields inherited from class org.deeplearning4j.zoo.ZooModel

ROOT_CACHE_DIR

Constructor Summary

Constructors

Constructor and Description
SimpleCNN(int numLabels, long seed, int iterations)
SimpleCNN(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

SimpleCNN

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

SimpleCNN

public SimpleCNN(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)