* @author Varun Patil * @license AGPL-3.0-or-later * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU Affero General Public License as * published by the Free Software Foundation, either version 3 of the * License, or (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU Affero General Public License for more details. * * You should have received a copy of the GNU Affero General Public License * along with this program. If not, see . */ namespace OCA\Memories\Controller; trait PeopleControllerUtils { private function sortByScores(array &$list): void { // Score the face detections foreach ($list as &$p) { // Make sure we have integers $p['fileid'] = (int) $p['fileid']; // Get actual pixel size of face $iw = min((int) ($p['image_width'] ?: 512), 2048); $ih = min((int) ($p['image_height'] ?: 512), 2048); $w = (float) $p['width']; $h = (float) $p['height']; // Get center of face $x = (float) $p['x'] + (float) $p['width'] / 2; $y = (float) $p['y'] + (float) $p['height'] / 2; // 3D normal distribution - if the face is closer to the center, it's better $positionScore = exp(-($x - 0.5) ** 2 * 4) * exp(-($y - 0.5) ** 2 * 4); // Root size distribution - if the image is bigger, it's better, // but it doesn't matter beyond a certain point $imgSizeScore = ($iw * 100) ** (1 / 2) * ($ih * 100) ** (1 / 2); // Faces occupying too much of the image don't look particularly good $faceSizeScore = (-$w ** 2 + $w) * (-$h ** 2 + $h); // Combine scores $p['score'] = $positionScore * $imgSizeScore * $faceSizeScore; } // Sort previews by score descending usort($list, fn ($a, $b) => $b['score'] <=> $a['score']); } /** * Crop the preview to the face. * * @param \OCP\Files\SimpleFS\ISimpleFile $file * @param array $object The face object * * @return [Blob, mimetype] of resulting image * * @throws \Exception if file could not be used */ private function cropFace($file, array $object, float $padding) { /** @var \Imagick */ $image = null; try { $image = new \Imagick(); $image->readImageBlob($file->getContent()); } catch (\ImagickException $e) { throw new \Exception('Could not read image'); } $iw = $image->getImageWidth(); $ih = $image->getImageHeight(); if ($iw <= 0 || $ih <= 0) { $image = null; throw new \Exception('Invalid image size'); } // Set quality and make progressive $image->setImageCompressionQuality(80); $image->setInterlaceScheme(\Imagick::INTERLACE_PLANE); // Crop image $dw = (float) $object['width']; $dh = (float) $object['height']; $dcx = (float) $object['x'] + (float) $object['width'] / 2; $dcy = (float) $object['y'] + (float) $object['height'] / 2; $faceDim = max($dw * $iw, $dh * $ih) * $padding; $image->cropImage( (int) $faceDim, (int) $faceDim, (int) ($dcx * $iw - $faceDim / 2), (int) ($dcy * $ih - $faceDim / 2), ); $image->scaleImage(512, 512, true); return [$image->getImageBlob(), $image->getImageMimeType()]; } }