recognize_face_by_lbph.php

<?php

use CV\Face\LBPHFaceRecognizer, CV\CascadeClassifier, CV\Scalar, CV\Point;
use function CV\{imread, cvtColor, equalizeHist};
use const CV\{COLOR_BGR2GRAY};

// face by lbpcascade_frontalface
$faceClassifier = new CascadeClassifier();
$faceClassifier->load('models/lbpcascades/lbpcascade_frontalface.xml');

$faceRecognizer = LBPHFaceRecognizer::create();

$labels = ['unknown', 'me', 'angelina'];

// me
$src = imread("images/faces.jpg");
$gray = cvtColor($src, COLOR_BGR2GRAY);
$faceClassifier->detectMultiScale($gray, $faces);
//var_export($faces);
equalizeHist($gray, $gray);
$faceImages = $faceLabels = [];
foreach ($faces as $k => $face) {
    $faceImages[] = $gray->getImageROI($face); // face coordinates to image
    $faceLabels[] = 1; // me
    //cv\imwrite("results/recognize_face_by_lbph_me$k.jpg", $gray->getImageROI($face));
}
$faceRecognizer->train($faceImages, $faceLabels);

// angelina
$src = imread("images/angelina_faces.png");
$gray = cvtColor($src, COLOR_BGR2GRAY);
$faceClassifier->detectMultiScale($gray, $faces);
//var_export($faces);
equalizeHist($gray, $gray);
$faceImages = $faceLabels = [];
foreach ($faces as $k => $face) {
    $faceImages[] = $gray->getImageROI($face); // face coordinates to image
    $faceLabels[] = 2; // Angelina
    //cv\imwrite("results/recognize_face_by_lbph_angelina$k.jpg", $gray->getImageROI($face));
}
$faceRecognizer->update($faceImages, $faceLabels);

//$faceRecognizer->write('results/lbph_model.xml');
//$faceRecognizer->read('results/lbph_model.xml');

// test image
$src = imread("images/angelina_and_me.png");
$gray = cvtColor($src, COLOR_BGR2GRAY);
$faceClassifier->detectMultiScale($gray, $faces);
//var_export($faces);
equalizeHist($gray, $gray);
foreach ($faces as $face) {
    $faceImage = $gray->getImageROI($face);

    //predict
    $faceLabel = $faceRecognizer->predict($faceImage, $faceConfidence);
    echo "{$faceLabel}, {$faceConfidence}\n";

    $scalar = new \CV\Scalar(0, 0, 255);
    \CV\rectangleByRect($src, $face, $scalar, 2);

    $text = $labels[$faceLabel];
    \CV\rectangle($src, $face->x, $face->y, $face->x + ($faceLabel == 1 ? 50 : 130), $face->y - 30, new Scalar(255,255,255), -2);
    \CV\putText($src, "$text", new Point($face->x, $face->y - 2), 0, 1.5, new Scalar(), 2);
}

cv\imwrite("results/_recognize_face_by_lbph.jpg", $src);