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@ivarreukers
ivarreukers / FaceNet.java
Created May 14, 2018 10:09
FaceNet DL4J
public class FaceNet {
private static final Logger log = LoggerFactory.getLogger(FaceNet.class);
public static int numClasses = 40;
public static int batchSize = 15;
public static int nEpochs = 20;
public static int trainPerc = 80;
public static String DATA_DIR = "/Users/ivaro18/Downloads/ATTFaceNet";
public static final String[] allowedFormats = BaseImageLoader.ALLOWED_FORMATS;
public static final Random rng = new Random(13);
protected static final long seed = 12345;
protected static final int numClasses = 41;
protected static final int nEpochs = 20;
private static TransferLearningHelper transferLearningHelper;
private static ComputationGraph vgg16transfer, vgg16;
public static void main(String args[]) {
ZooModel zooModel = new VGG16();
vgg16 = (ComputationGraph) zooModel.initPretrained(PretrainedType.VGGFACE);
log.info(vgg16.summary());