org.deeplearning4j.zoo.model

Class FaceNetNN4Small2

java.lang.Object

org.deeplearning4j.zoo.ZooModel

org.deeplearning4j.zoo.model.FaceNetNN4Small2

All Implemented Interfaces:

InstantiableModel

public class FaceNetNN4Small2
extends ZooModel

A variant of the original FaceNet model that relies on embeddings and triplet loss. Reference: https://arxiv.org/abs/1503.03832
Also based on the OpenFace implementation: http://reports-archive.adm.cs.cmu.edu/anon/2016/CMU-CS-16-118.pdf Revised and consolidated version by @crockpotveggies

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)

Methods inherited from class org.deeplearning4j.zoo.ZooModel

initPretrained, initPretrained, modelName, pretrainedAvailable

Methods inherited from class java.lang.Object

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

Method Detail

pretrainedUrl

public String pretrainedUrl(PretrainedType pretrainedType)

pretrainedChecksum

public long pretrainedChecksum(PretrainedType pretrainedType)

modelType

public Class<? extends Model> modelType()

conf

public ComputationGraphConfiguration conf()

init

public ComputationGraph init()

metaData

public ModelMetaData metaData()

setInputShape

public void setInputShape(int[][] inputShape)