Java Face Embedder Example

Initialize face embedder model

import org.sertiscorp.oneml.face.*;
FaceEmbedder embedder = new FaceEmbedder();

Initialize face embedder model with licensing

import org.sertiscorp.oneml.face.*;
LicenseManager licenseManager = new LicenseManager();
licenseManager.setKey("LICENSE_KEY_VALUE_HERE");
licenseManager.activateKey();
FaceEmbedder embedder = new FaceEmbedder(licenseManager);

Initialize oneML’s Utils

Utils utils = new Utils();

Initialize oneML’s Utils with licensing

Utils utils = new Utils(licenseManager);

Read input as BufferedImage

BufferedImage img = getImage(path);
int width = img.getWidth();
int height = img.getHeight();
short depth = (short) img.getColorModel().getPixelSize();
byte[] byteArray = toRGBByteArray(img);

ImageBatch batch = new ImageBatch().add(byteArray, width, height, depth);

Read input as oneML’s Image

Image img = utils.readImageCV(filePath);

Run the model

FaceEmbedderResultList results = embedder.embed(batch);

or

FaceEmbedderResult result = embedder.embed(img);

To enable flipped image embedding, run

FaceEmbedderResult result = embedder.embed(img, true);

And get the output

float[] emb = result.getEmbedding();
int status = result.getReturnStatus();

Cleanup

embedder.delete();
utils.delete();