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73 changes: 73 additions & 0 deletions models/face_detection_yunet/demo/java/demo.java
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import org.opencv.core.*;
import org.opencv.objdetect.FaceDetectorYN;
import org.opencv.imgcodecs.Imgcodecs;
import org.opencv.imgproc.Imgproc;
import org.opencv.highgui.HighGui;
import org.opencv.videoio.VideoCapture;

public class demo {
public static void main(String[] args) {
System.loadLibrary(Core.NATIVE_LIBRARY_NAME);
String modelPath = "../../face_detection_yunet_2023mar.onnx";
String imagePath = "../../example_outputs/largest_selfie.jpg";
FaceDetectorYN detector = FaceDetectorYN.create(modelPath, "", new Size(320, 320), 0.9f, 0.3f, 5000);
Mat img = Imgcodecs.imread(imagePath);
if (img.empty()) {
System.out.println("Could not read the image, opening camera...");
runCamera(detector);
} else {
runImage(detector, img);
}
}

private static void runImage(FaceDetectorYN detector, Mat img) {
detector.setInputSize(img.size());
Mat faces = new Mat();
detector.detect(img, faces);

visualize(img, faces);
HighGui.imshow("Yunet Java Demo - Image", img);
HighGui.waitKey(0);
System.exit(0);
}

private static void runCamera(FaceDetectorYN detector) {
VideoCapture cap = new VideoCapture(0);
Mat frame = new Mat();
if (!cap.isOpened()) {
System.out.println("Could not open camera");
return;
}
while (true) {
cap.read(frame);
if (frame.empty()) {
System.out.println("No captured frame -- Break!");
break;
}
detector.setInputSize(frame.size());
Mat faces = new Mat();
detector.detect(frame, faces);

visualize(frame, faces);
HighGui.imshow("Yunet Java Demo - Camera", frame);
if (HighGui.waitKey(30) >= 0) {
break;
}
}
cap.release();
}

private static void visualize(Mat img, Mat faces) {
for (int i = 0; i < faces.rows(); i++) {
float[] data = new float[15];
faces.get(i, 0, data);

Imgproc.rectangle(img, new Rect((int) data[0], (int) data[1], (int) data[2], (int) data[3]),
new Scalar(0, 255, 0), 2);
for (int j = 0; j < 5; j++) {
Point p = new Point(data[4 + j * 2], data[5 + j * 2]);
Imgproc.circle(img, p, 2, new Scalar(255, 0, 0), 2);
}
}
}
}