diff --git a/appinfo/routes.php b/appinfo/routes.php
index 1f30116da..15875c614 100644
--- a/appinfo/routes.php
+++ b/appinfo/routes.php
@@ -24,10 +24,12 @@
 		['name' => 'admin#reset', 'url' => '/admin/reset', 'verb' => 'GET'],
 		['name' => 'admin#recrawl', 'url' => '/admin/recrawl', 'verb' => 'GET'],
 		['name' => 'admin#count', 'url' => '/admin/count', 'verb' => 'GET'],
+		['name' => 'admin#countQueued', 'url' => '/admin/countQueued', 'verb' => 'GET'],
 		['name' => 'admin#count_missed', 'url' => '/admin/countMissed', 'verb' => 'GET'],
 		['name' => 'admin#avx', 'url' => '/admin/avx', 'verb' => 'GET'],
 		['name' => 'admin#platform', 'url' => '/admin/platform', 'verb' => 'GET'],
 		['name' => 'admin#musl', 'url' => '/admin/musl', 'verb' => 'GET'],
-		['name' => 'user#update_cluster', 'url' => '/user/cluster/{id}', 'verb' => 'POST'],
+		['name' => 'admin#get_setting', 'url' => '/admin/settings/{setting}', 'verb' => 'GET'],
+		['name' => 'admin#set_setting', 'url' => '/admin/settings/{setting}', 'verb' => 'PUT'],
 	],
 ];
diff --git a/lib/BackgroundJobs/ClassifierJob.php b/lib/BackgroundJobs/ClassifierJob.php
index 2fbb2a054..138b09f46 100644
--- a/lib/BackgroundJobs/ClassifierJob.php
+++ b/lib/BackgroundJobs/ClassifierJob.php
@@ -9,6 +9,7 @@
 use OCP\DB\Exception;
 use OCP\Files\Config\ICachedMountInfo;
 use OCP\Files\Config\IUserMountCache;
+use OCP\IConfig;
 use Psr\Log\LoggerInterface;
 
 abstract class ClassifierJob extends Job {
@@ -16,13 +17,18 @@ abstract class ClassifierJob extends Job {
 	private QueueService $queue;
 	private IUserMountCache $userMountCache;
 	private IJobList $jobList;
+	/**
+	 * @var \OCP\IConfig
+	 */
+	private IConfig $config;
 
-	public function __construct(ITimeFactory $time, LoggerInterface $logger, QueueService $queue, IUserMountCache $userMountCache, IJobList $jobList) {
+	public function __construct(ITimeFactory $time, LoggerInterface $logger, QueueService $queue, IUserMountCache $userMountCache, IJobList $jobList, IConfig $config) {
 		parent::__construct($time);
 		$this->logger = $logger;
 		$this->queue = $queue;
 		$this->userMountCache = $userMountCache;
 		$this->jobList = $jobList;
+		$this->config = $config;
 	}
 
 	protected function runClassifier(string $model, $argument) {
@@ -32,7 +38,8 @@ protected function runClassifier(string $model, $argument) {
 		try {
 			$files = $this->queue->getFromQueue($model, $storageId, $rootId, $this->getBatchSize());
 		} catch (Exception $e) {
-			$this->logger->error('Cannot retrieve items from imagenet queue', ['exception' => $e]);
+			$this->config->setAppValue('recognize', $model.'.status', 'false');
+			$this->logger->error('Cannot retrieve items from '.$model.' queue', ['exception' => $e]);
 			return;
 		}
 
@@ -44,7 +51,12 @@ protected function runClassifier(string $model, $argument) {
 			\OC_Util::setupFS($mounts[0]->getUser()->getUID());
 		}
 
-		$this->classify($files);
+		try {
+			$this->classify($files);
+		} catch(\Throwable $e) {
+			$this->config->setAppValue('recognize', $model.'.status', 'false');
+			throw $e;
+		}
 
 		try {
 			// If there is at least one file left in the queue, reschedule this job
@@ -54,7 +66,8 @@ protected function runClassifier(string $model, $argument) {
 				$this->jobList->remove(static::class, $argument);
 			}
 		} catch (Exception $e) {
-			$this->logger->error('Cannot retrieve items from imagenet queue', ['exception' => $e]);
+			$this->config->setAppValue('recognize', $model.'.status', 'false');
+			$this->logger->error('Cannot retrieve items from '.$model.' queue', ['exception' => $e]);
 			return;
 		}
 	}
diff --git a/lib/BackgroundJobs/ClassifyFacesJob.php b/lib/BackgroundJobs/ClassifyFacesJob.php
index eb5d717a5..4b4e320f5 100644
--- a/lib/BackgroundJobs/ClassifyFacesJob.php
+++ b/lib/BackgroundJobs/ClassifyFacesJob.php
@@ -19,7 +19,7 @@ class ClassifyFacesJob extends ClassifierJob {
 	private ClusteringFaceClassifier $faces;
 
 	public function __construct(ITimeFactory $time, LoggerInterface $logger, QueueService $queue, IConfig $config, ClusteringFaceClassifier $faceClassifier, IUserMountCache $mountCache, IJobList $jobList) {
-		parent::__construct($time, $logger, $queue, $mountCache, $jobList);
+		parent::__construct($time, $logger, $queue, $mountCache, $jobList, $config);
 		$this->config = $config;
 		$this->faces = $faceClassifier;
 	}
diff --git a/lib/BackgroundJobs/ClassifyImagenetJob.php b/lib/BackgroundJobs/ClassifyImagenetJob.php
index c7e6f1483..21cb1341e 100644
--- a/lib/BackgroundJobs/ClassifyImagenetJob.php
+++ b/lib/BackgroundJobs/ClassifyImagenetJob.php
@@ -19,7 +19,7 @@ class ClassifyImagenetJob extends ClassifierJob {
 	private ImagenetClassifier $imagenet;
 
 	public function __construct(ITimeFactory $time, LoggerInterface $logger, QueueService $queue, IConfig $config, ImagenetClassifier $imagenet, IUserMountCache $mountCache, IJobList $jobList) {
-		parent::__construct($time, $logger, $queue, $mountCache, $jobList);
+		parent::__construct($time, $logger, $queue, $mountCache, $jobList, $config);
 		$this->config = $config;
 		$this->imagenet = $imagenet;
 	}
diff --git a/lib/BackgroundJobs/ClassifyLandmarksJob.php b/lib/BackgroundJobs/ClassifyLandmarksJob.php
index 060da82b9..5d8a28ad4 100644
--- a/lib/BackgroundJobs/ClassifyLandmarksJob.php
+++ b/lib/BackgroundJobs/ClassifyLandmarksJob.php
@@ -19,7 +19,7 @@ class ClassifyLandmarksJob extends ClassifierJob {
 	private LandmarksClassifier $landmarks;
 
 	public function __construct(ITimeFactory $time, LoggerInterface $logger, QueueService $queue, IConfig $config, LandmarksClassifier $landmarks, IUserMountCache $mountCache, IJobList $jobList) {
-		parent::__construct($time, $logger, $queue, $mountCache, $jobList);
+		parent::__construct($time, $logger, $queue, $mountCache, $jobList, $config);
 		$this->config = $config;
 		$this->landmarks = $landmarks;
 	}
diff --git a/lib/BackgroundJobs/ClassifyMovinetJob.php b/lib/BackgroundJobs/ClassifyMovinetJob.php
index fe9abc772..4ca5f8880 100644
--- a/lib/BackgroundJobs/ClassifyMovinetJob.php
+++ b/lib/BackgroundJobs/ClassifyMovinetJob.php
@@ -19,7 +19,7 @@ class ClassifyMovinetJob extends ClassifierJob {
 	private MovinetClassifier $movinet;
 
 	public function __construct(ITimeFactory $time, LoggerInterface $logger, QueueService $queue, IConfig $config, MovinetClassifier $movinet, IUserMountCache $mountCache, IJobList $jobList) {
-		parent::__construct($time, $logger, $queue, $mountCache, $jobList);
+		parent::__construct($time, $logger, $queue, $mountCache, $jobList, $config);
 		$this->config = $config;
 		$this->movinet = $movinet;
 	}
diff --git a/lib/BackgroundJobs/ClassifyMusicnnJob.php b/lib/BackgroundJobs/ClassifyMusicnnJob.php
index 9d187572e..50903b37b 100644
--- a/lib/BackgroundJobs/ClassifyMusicnnJob.php
+++ b/lib/BackgroundJobs/ClassifyMusicnnJob.php
@@ -19,7 +19,7 @@ class ClassifyMusicnnJob extends ClassifierJob {
 	private MusicnnClassifier $musicnn;
 
 	public function __construct(ITimeFactory $time, LoggerInterface $logger, QueueService $queue, IConfig $config, MusicnnClassifier $musicnn, IUserMountCache $mountCache, IJobList $jobList) {
-		parent::__construct($time, $logger, $queue, $mountCache, $jobList);
+		parent::__construct($time, $logger, $queue, $mountCache, $jobList, $config);
 		$this->config = $config;
 		$this->musicnn = $musicnn;
 	}
diff --git a/lib/Classifiers/Audio/MusicnnClassifier.php b/lib/Classifiers/Audio/MusicnnClassifier.php
index f21710e93..0af279d1a 100644
--- a/lib/Classifiers/Audio/MusicnnClassifier.php
+++ b/lib/Classifiers/Audio/MusicnnClassifier.php
@@ -42,6 +42,7 @@ public function classify(array $queueFiles): void {
 
 		foreach ($classifierProcess as $queueFile => $results) {
 			$this->tagManager->assignTags($queueFile->getFileId(), $results);
+			$this->config->setAppValue('recognize', self::MODEL_NAME.'.status', 'true');
 		}
 	}
 }
diff --git a/lib/Classifiers/Images/ClusteringFaceClassifier.php b/lib/Classifiers/Images/ClusteringFaceClassifier.php
index b5c01a2ea..ef1de2737 100644
--- a/lib/Classifiers/Images/ClusteringFaceClassifier.php
+++ b/lib/Classifiers/Images/ClusteringFaceClassifier.php
@@ -87,6 +87,7 @@ public function classify(array $queueFiles): void {
 					}
 					$usersToCluster[] = $userId;
 				}
+				$this->config->setAppValue('recognize', self::MODEL_NAME.'.status', 'true');
 			}
 		}
 
diff --git a/lib/Classifiers/Images/ImagenetClassifier.php b/lib/Classifiers/Images/ImagenetClassifier.php
index 1d1df2938..44f7d0733 100644
--- a/lib/Classifiers/Images/ImagenetClassifier.php
+++ b/lib/Classifiers/Images/ImagenetClassifier.php
@@ -50,6 +50,7 @@ public function classify(array $queueFiles): void {
 			$landmarkTags = array_filter($results, function ($tagName) {
 				return in_array($tagName, LandmarksClassifier::PRECONDITION_TAGS);
 			});
+			$this->config->setAppValue('recognize', self::MODEL_NAME.'.status', 'true');
 			if (count($landmarkTags) > 0) {
 				try {
 					$this->queue->insertIntoQueue(LandmarksClassifier::MODEL_NAME, $queueFile);
diff --git a/lib/Classifiers/Images/LandmarksClassifier.php b/lib/Classifiers/Images/LandmarksClassifier.php
index ecde924ef..bf957bfab 100644
--- a/lib/Classifiers/Images/LandmarksClassifier.php
+++ b/lib/Classifiers/Images/LandmarksClassifier.php
@@ -45,6 +45,7 @@ public function classify(array $queueFiles): void {
 
 		foreach ($classifierProcess as $queueFile => $results) {
 			$this->tagManager->assignTags($queueFile->getFileId(), $results);
+			$this->config->setAppValue('recognize', self::MODEL_NAME.'.status', 'true');
 		}
 	}
 }
diff --git a/lib/Classifiers/Video/MovinetClassifier.php b/lib/Classifiers/Video/MovinetClassifier.php
index 14d8adc06..eb2f43e7f 100644
--- a/lib/Classifiers/Video/MovinetClassifier.php
+++ b/lib/Classifiers/Video/MovinetClassifier.php
@@ -42,6 +42,7 @@ public function classify(array $queueFiles): void {
 
 		foreach ($classifierProcess as $queueFile => $results) {
 			$this->tagManager->assignTags($queueFile->getFileId(), $results);
+			$this->config->setAppValue('recognize', self::MODEL_NAME.'.status', 'false');
 		}
 	}
 }
diff --git a/lib/Controller/AdminController.php b/lib/Controller/AdminController.php
index cbd45c402..1edf753bb 100644
--- a/lib/Controller/AdminController.php
+++ b/lib/Controller/AdminController.php
@@ -3,10 +3,12 @@
 namespace OCA\Recognize\Controller;
 
 use OCA\Recognize\BackgroundJobs\SchedulerJob;
+use OCA\Recognize\Service\QueueService;
 use OCA\Recognize\Service\TagManager;
 use OCP\AppFramework\Controller;
 use OCP\AppFramework\Http\JSONResponse;
 use OCP\BackgroundJob\IJobList;
+use OCP\IConfig;
 use OCP\IRequest;
 
 class AdminController extends Controller {
@@ -15,11 +17,21 @@ class AdminController extends Controller {
 	 * @var \OCP\BackgroundJob\IJobList
 	 */
 	private IJobList $jobList;
+	/**
+	 * @var \OCP\IConfig
+	 */
+	private IConfig $config;
+	/**
+	 * @var \OCA\Recognize\Service\QueueService
+	 */
+	private QueueService $queue;
 
-	public function __construct($appName, IRequest $request, TagManager $tagManager, IJobList $jobList) {
+	public function __construct($appName, IRequest $request, TagManager $tagManager, IJobList $jobList, IConfig $config, QueueService $queue) {
 		parent::__construct($appName, $request);
 		$this->tagManager = $tagManager;
 		$this->jobList = $jobList;
+		$this->config = $config;
+		$this->queue = $queue;
 	}
 
 	public function reset(): JSONResponse {
@@ -42,6 +54,21 @@ public function countMissed(): JSONResponse {
 		return new JSONResponse(['count' => $count]);
 	}
 
+	public function countQueued(): JSONResponse {
+		$imagenetCount = $this->queue->count('imagenet');
+		$facesCount = $this->queue->count('faces');
+		$landmarksCount = $this->queue->count('landmarks');
+		$movinetCount = $this->queue->count('movinet');
+		$musicnnCount = $this->queue->count('musicnn');
+		return new JSONResponse([
+			'imagenet' => $imagenetCount,
+			'faces' => $facesCount,
+			'landmarks' => $landmarksCount,
+			'movinet' => $movinetCount,
+			'musicnn' => $musicnnCount
+		]);
+	}
+
 	public function avx(): JSONResponse {
 		try {
 			$cpuinfo = file_get_contents('/proc/cpuinfo');
@@ -80,4 +107,12 @@ public function musl(): JSONResponse {
 		$ldd = trim(implode("\n", $output));
 		return new JSONResponse(['musl' => str_contains($ldd, 'musl')]);
 	}
+
+	public function setSetting(string $setting, $value) {
+		$this->config->setAppValue('recognize', $setting, $value);
+	}
+
+	public function getSetting(string $setting) {
+		return new JSONResponse(['value' => $this->config->getAppValue('recognize', $setting)]);
+	}
 }
diff --git a/lib/Db/FaceDetectionMapper.php b/lib/Db/FaceDetectionMapper.php
index c26de6570..3930f9770 100644
--- a/lib/Db/FaceDetectionMapper.php
+++ b/lib/Db/FaceDetectionMapper.php
@@ -85,7 +85,7 @@ public function findByFileIdWithTitle(int $fileId) {
 	 */
 	public function findByFileIdAndClusterId(int $fileId, int $clusterId) : FaceDetection {
 		$qb = $this->db->getQueryBuilder();
-		$qb->select(array_map(fn($c)=> 'd.'.$c, FaceDetection::$columns))
+		$qb->select(array_map(fn ($c) => 'd.'.$c, FaceDetection::$columns))
 			->from('recognize_face_detections', 'd')
 			->leftJoin('d', 'recognize_face_clusters', 'c', $qb->expr()->eq('d.cluster_id', 'c.id'))
 		->where($qb->expr()->eq('d.file_id', $qb->createPositionalParameter($fileId, IQueryBuilder::PARAM_INT)))
diff --git a/lib/Db/QueueMapper.php b/lib/Db/QueueMapper.php
index eee192298..2d4b96f61 100644
--- a/lib/Db/QueueMapper.php
+++ b/lib/Db/QueueMapper.php
@@ -106,4 +106,12 @@ public function clearQueue(string $model) {
 		$qb = $this->db->getQueryBuilder();
 		$qb->delete($this->getQueueTable($model))->executeStatement();
 	}
+
+	public function count(string $model) : int {
+		$qb = $this->db->getQueryBuilder();
+		$result = $qb->select($qb->func()->count('id'))
+			->from($this->getQueueTable($model))
+			->executeQuery();
+		return $result->fetchOne(\PDO::FETCH_COLUMN);
+	}
 }
diff --git a/lib/Service/QueueService.php b/lib/Service/QueueService.php
index e68f5d15c..d4adaad58 100644
--- a/lib/Service/QueueService.php
+++ b/lib/Service/QueueService.php
@@ -101,4 +101,8 @@ public function removeFileFromAllQueues(int $fileId) : void {
 	public function clearQueue(string $model) {
 		$this->queueMapper->clearQueue($model);
 	}
+
+	public function count(string $model): int {
+		return $this->queueMapper->count($model);
+	}
 }
diff --git a/lib/Settings/AdminSettings.php b/lib/Settings/AdminSettings.php
index 57a286b41..c46a7e6bc 100644
--- a/lib/Settings/AdminSettings.php
+++ b/lib/Settings/AdminSettings.php
@@ -13,7 +13,7 @@
 use OCP\Settings\ISettings;
 
 class AdminSettings implements ISettings {
-	public const SETTINGS = ['tensorflow.cores', 'tensorflow.gpu', 'tensorflow.purejs', 'geo.enabled', 'imagenet.enabled', 'landmarks.enabled', 'faces.enabled', 'musicnn.enabled', 'movinet.enabled', 'node_binary', 'audio.status', 'images.status', 'video.status'];
+	public const SETTINGS = ['tensorflow.cores', 'tensorflow.gpu', 'tensorflow.purejs', 'geo.enabled', 'imagenet.enabled', 'landmarks.enabled', 'faces.enabled', 'musicnn.enabled', 'movinet.enabled', 'node_binary', 'faces.status', 'imagenet.status', 'landmarks.status', 'movinet.status', 'musicnn.status'];
 
 	/**
 	 * @var \OCP\AppFramework\Services\IInitialState
@@ -36,7 +36,7 @@ public function __construct(IInitialState $initialState, IConfig $config) {
 	public function getForm(): TemplateResponse {
 		$settings = [];
 		foreach (self::SETTINGS as $setting) {
-			$settings[$setting] = $this->config->getAppValue('recognize', $setting);
+			$settings[$setting] = $this->config->getAppValue('recognize', $setting, 'null');
 		}
 		$this->initialState->provideInitialState('settings', $settings);
 		return new TemplateResponse('recognize', 'admin');
diff --git a/package-lock.json b/package-lock.json
index 411e3cfbe..93f0d4353 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -36,7 +36,7 @@
         "@nextcloud/initial-state": "^1.2.1",
         "@nextcloud/router": "^2.0.0",
         "@nextcloud/stylelint-config": "^2.2.0",
-        "@nextcloud/vue": "^4.0.2",
+        "@nextcloud/vue": "^7.0.0-beta.4",
         "@nextcloud/webpack-vue-config": "^5.1.0",
         "@vue/test-utils": "^1.1.3",
         "async-parallel": "^1.2.3",
@@ -1597,31 +1597,6 @@
         "@babel/core": "^7.0.0-0"
       }
     },
-    "node_modules/@babel/polyfill": {
-      "version": "7.2.5",
-      "resolved": "https://registry.npmjs.org/@babel/polyfill/-/polyfill-7.2.5.tgz",
-      "integrity": "sha512-8Y/t3MWThtMLYr0YNC/Q76tqN1w30+b0uQMeFUYauG2UGTR19zyUtFrAzT23zNtBxPp+LbE5E/nwV/q/r3y6ug==",
-      "deprecated": "🚨 This package has been deprecated in favor of separate inclusion of a polyfill and regenerator-runtime (when needed). See the @babel/polyfill docs (https://babeljs.io/docs/en/babel-polyfill) for more information.",
-      "dev": true,
-      "dependencies": {
-        "core-js": "^2.5.7",
-        "regenerator-runtime": "^0.12.0"
-      }
-    },
-    "node_modules/@babel/polyfill/node_modules/core-js": {
-      "version": "2.6.12",
-      "resolved": "https://registry.npmjs.org/core-js/-/core-js-2.6.12.tgz",
-      "integrity": "sha512-Kb2wC0fvsWfQrgk8HU5lW6U/Lcs8+9aaYcy4ZFc6DDlo4nZ7n70dEgE5rtR0oG6ufKDUnrwfWL1mXR5ljDatrQ==",
-      "deprecated": "core-js@<3.23.3 is no longer maintained and not recommended for usage due to the number of issues. Because of the V8 engine whims, feature detection in old core-js versions could cause a slowdown up to 100x even if nothing is polyfilled. Some versions have web compatibility issues. Please, upgrade your dependencies to the actual version of core-js.",
-      "dev": true,
-      "hasInstallScript": true
-    },
-    "node_modules/@babel/polyfill/node_modules/regenerator-runtime": {
-      "version": "0.12.1",
-      "resolved": "https://registry.npmjs.org/regenerator-runtime/-/regenerator-runtime-0.12.1.tgz",
-      "integrity": "sha512-odxIc1/vDlo4iZcfXqRYFj0vpXFNoGdKMAUieAlFYO6m/nl5e9KR/beGf41z4a1FI+aQgtjhuaSlDxQ0hmkrHg==",
-      "dev": true
-    },
     "node_modules/@babel/preset-env": {
       "version": "7.18.10",
       "resolved": "https://registry.npmjs.org/@babel/preset-env/-/preset-env-7.18.10.tgz",
@@ -1730,20 +1705,16 @@
       }
     },
     "node_modules/@babel/runtime": {
-      "version": "7.3.4",
-      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.3.4.tgz",
-      "integrity": "sha512-IvfvnMdSaLBateu0jfsYIpZTxAc2cKEXEMiezGGN75QcBcecDUKd3PgLAncT0oOgxKy8dd8hrJKj9MfzgfZd6g==",
-      "dev": true,
+      "version": "7.19.0",
+      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.19.0.tgz",
+      "integrity": "sha512-eR8Lo9hnDS7tqkO7NsV+mKvCmv5boaXFSZ70DnfhcgiEne8hv9oCEd36Klw74EtizEqLsy4YnW8UWwpBVolHZA==",
       "dependencies": {
-        "regenerator-runtime": "^0.12.0"
+        "regenerator-runtime": "^0.13.4"
+      },
+      "engines": {
+        "node": ">=6.9.0"
       }
     },
-    "node_modules/@babel/runtime/node_modules/regenerator-runtime": {
-      "version": "0.12.1",
-      "resolved": "https://registry.npmjs.org/regenerator-runtime/-/regenerator-runtime-0.12.1.tgz",
-      "integrity": "sha512-odxIc1/vDlo4iZcfXqRYFj0vpXFNoGdKMAUieAlFYO6m/nl5e9KR/beGf41z4a1FI+aQgtjhuaSlDxQ0hmkrHg==",
-      "dev": true
-    },
     "node_modules/@babel/template": {
       "version": "7.18.10",
       "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.18.10.tgz",
@@ -1911,6 +1882,21 @@
       "resolved": "https://registry.npmjs.org/@exifer/gps/-/gps-1.0.0-beta.2.tgz",
       "integrity": "sha512-Lf7PaFnEbiPr2ivzqXDUzBlFX3gD5mWFLSCbsEJNKZrQ2iZtwfld821l9TXvaEOKrL+uNFX0catIGn5YWDFulQ=="
     },
+    "node_modules/@floating-ui/core": {
+      "version": "0.3.1",
+      "resolved": "https://registry.npmjs.org/@floating-ui/core/-/core-0.3.1.tgz",
+      "integrity": "sha512-ensKY7Ub59u16qsVIFEo2hwTCqZ/r9oZZFh51ivcLGHfUwTn8l1Xzng8RJUe91H/UP8PeqeBronAGx0qmzwk2g==",
+      "dev": true
+    },
+    "node_modules/@floating-ui/dom": {
+      "version": "0.1.10",
+      "resolved": "https://registry.npmjs.org/@floating-ui/dom/-/dom-0.1.10.tgz",
+      "integrity": "sha512-4kAVoogvQm2N0XE0G6APQJuCNuErjOfPW8Ux7DFxh8+AfugWflwVJ5LDlHOwrwut7z/30NUvdtHzQ3zSip4EzQ==",
+      "dev": true,
+      "dependencies": {
+        "@floating-ui/core": "^0.3.0"
+      }
+    },
     "node_modules/@humanwhocodes/config-array": {
       "version": "0.10.4",
       "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.10.4.tgz",
@@ -1971,17 +1957,6 @@
         "@jimp/custom": ">=0.3.5"
       }
     },
-    "node_modules/@jimp/bmp/node_modules/@babel/runtime": {
-      "version": "7.18.9",
-      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.18.9.tgz",
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           "resolved": "https://registry.npmjs.org/semver/-/semver-7.3.7.tgz",
@@ -18509,16 +17803,6 @@
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-          "dev": true,
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-            "schema-utils": "^3.0.0"
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@@ -18943,7 +18227,8 @@
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-      "dev": true
+      "dev": true,
+      "peer": true
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@@ -19448,6 +18733,7 @@
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       "dev": true,
+      "peer": true,
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@@ -19492,6 +18778,7 @@
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       "dev": true,
+      "peer": true,
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@@ -19781,7 +19068,8 @@
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-      "dev": true
+      "dev": true,
+      "peer": true
     },
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@@ -21318,14 +20606,14 @@
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-      "resolved": "https://registry.npmjs.org/emoji-mart-vue-fast/-/emoji-mart-vue-fast-7.0.7.tgz",
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+      "version": "11.2.0",
+      "resolved": "https://registry.npmjs.org/emoji-mart-vue-fast/-/emoji-mart-vue-fast-11.2.0.tgz",
+      "integrity": "sha512-dEVAJAbQop+efR8Zn4bvPQtSREwsVZccQxEBHdi1GNPO0JC9H6l0FswuCli/TrZXAQr1KS7dGEUhS9A1gURFRA==",
       "dev": true,
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-        "@babel/polyfill": "7.2.5",
-        "@babel/runtime": "7.3.4",
-        "vue-virtual-scroller": "^1.0.0-rc.2"
+        "@babel/runtime": "^7.18.6",
+        "core-js": "^3.23.5",
+        "vue-virtual-scroller": "^1.0.10"
       }
     },
     "emoji-regex": {
@@ -21337,7 +20625,8 @@
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-      "dev": true
+      "dev": true,
+      "peer": true
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@@ -22215,7 +21504,8 @@
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-      "dev": true
+      "dev": true,
+      "peer": true
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@@ -22251,7 +21541,8 @@
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-      "dev": true
+      "dev": true,
+      "peer": true
     },
     "fast-levenshtein": {
       "version": "2.0.6",
@@ -22489,6 +21780,25 @@
         "xml2js": "^0.4.17"
       }
     },
+    "floating-vue": {
+      "version": "1.0.0-beta.18",
+      "resolved": "https://registry.npmjs.org/floating-vue/-/floating-vue-1.0.0-beta.18.tgz",
+      "integrity": "sha512-mRFc78szc1BTbhlCa4okb7wAGPuH/IID+yqJ+yrTMQ038H8WIAsPV/WFgWCaXqe8d1Z12LkMqiHDVorCJy8M2A==",
+      "dev": true,
+      "requires": {
+        "@floating-ui/dom": "^0.1.10",
+        "vue-resize": "^1.0.0"
+      }
+    },
+    "focus-trap": {
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/focus-trap/-/focus-trap-7.0.0.tgz",
+      "integrity": "sha512-uT4Bl8TwU+5vVAx/DHil/1eVS54k9unqhK/vGy2KSh7esPmqgC0koAB9J2sJ+vtj8+vmiFyGk2unLkhNLQaxoA==",
+      "dev": true,
+      "requires": {
+        "tabbable": "^6.0.0"
+      }
+    },
     "follow-redirects": {
       "version": "1.15.1",
       "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.1.tgz",
@@ -23415,7 +22725,8 @@
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-      "dev": true
+      "dev": true,
+      "peer": true
     },
     "iconv-lite": {
       "version": "0.4.24",
@@ -23874,16 +23185,6 @@
         "@jimp/plugins": "^0.16.1",
         "@jimp/types": "^0.16.1",
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-      },
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-        "@babel/runtime": {
-          "version": "7.18.9",
-          "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.18.9.tgz",
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-          "requires": {
-            "regenerator-runtime": "^0.13.4"
-          }
-        }
       }
     },
     "jpeg-js": {
@@ -24001,7 +23302,8 @@
       "version": "0.4.1",
       "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz",
       "integrity": "sha512-xbbCH5dCYU5T8LcEhhuh7HJ88HXuW3qsI3Y0zOZFKfZEHcpWiHU/Jxzk629Brsab/mMiHQti9wMP+845RPe3Vg==",
-      "dev": true
+      "dev": true,
+      "peer": true
     },
     "json-stable-stringify-without-jsonify": {
       "version": "1.0.1",
@@ -24014,7 +23316,8 @@
       "version": "2.2.1",
       "resolved": "https://registry.npmjs.org/json5/-/json5-2.2.1.tgz",
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-      "dev": true
+      "dev": true,
+      "peer": true
     },
     "keyv": {
       "version": "3.0.0",
@@ -24106,6 +23409,7 @@
       "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-2.0.2.tgz",
       "integrity": "sha512-TM57VeHptv569d/GKh6TAYdzKblwDNiumOdkFnejjD0XwTH87K90w3O7AiJRqdQoXygvi1VQTJTLGhJl7WqA7A==",
       "dev": true,
+      "peer": true,
       "requires": {
         "big.js": "^5.2.2",
         "emojis-list": "^3.0.0",
@@ -25309,12 +24613,6 @@
       "resolved": "https://registry.npmjs.org/pngjs/-/pngjs-3.4.0.tgz",
       "integrity": "sha512-NCrCHhWmnQklfH4MtJMRjZ2a8c80qXeMlQMv2uVp9ISJMTt562SbGd6n2oq0PaPgKm7Z6pL9E2UlLIhC+SHL3w=="
     },
-    "popper.js": {
-      "version": "1.16.1",
-      "resolved": "https://registry.npmjs.org/popper.js/-/popper.js-1.16.1.tgz",
-      "integrity": "sha512-Wb4p1J4zyFTbM+u6WuO4XstYx4Ky9Cewe4DWrel7B0w6VVICvPwdOpotjzcf6eD8TsckVnIMNONQyPIUFOUbCQ==",
-      "dev": true
-    },
     "postcss": {
       "version": "8.4.16",
       "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.4.16.tgz",
@@ -25564,7 +24862,8 @@
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       "resolved": "https://registry.npmjs.org/punycode/-/punycode-2.1.1.tgz",
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-      "dev": true
+      "dev": true,
+      "peer": true
     },
     "qs": {
       "version": "6.11.0",
@@ -25840,18 +25139,6 @@
       "peer": true,
       "requires": {
         "@babel/runtime": "^7.8.4"
-      },
-      "dependencies": {
-        "@babel/runtime": {
-          "version": "7.18.9",
-          "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.18.9.tgz",
-          "integrity": "sha512-lkqXDcvlFT5rvEjiu6+QYO+1GXrEHRo2LOtS7E4GtX5ESIZOgepqsZBVIj6Pv+a6zqsya9VCgiK1KAK4BvJDAw==",
-          "dev": true,
-          "peer": true,
-          "requires": {
-            "regenerator-runtime": "^0.13.4"
-          }
-        }
       }
     },
     "regexp.prototype.flags": {
@@ -27050,6 +26337,12 @@
       "dev": true,
       "peer": true
     },
+    "tabbable": {
+      "version": "6.0.0",
+      "resolved": "https://registry.npmjs.org/tabbable/-/tabbable-6.0.0.tgz",
+      "integrity": "sha512-SxhZErfHc3Yozz/HLAl/iPOxuIj8AtUw13NRewVOjFW7vbsqT1f3PuiHrPQbUkRcLNEgAedAv2DnjLtzynJXiw==",
+      "dev": true
+    },
     "table": {
       "version": "6.8.0",
       "resolved": "https://registry.npmjs.org/table/-/table-6.8.0.tgz",
@@ -27340,6 +26633,12 @@
         }
       }
     },
+    "tslib": {
+      "version": "2.4.0",
+      "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.4.0.tgz",
+      "integrity": "sha512-d6xOpEDfsi2CZVlPQzGeux8XMwLT9hssAsaPYExaQMuYskwb+x1x7J371tWlbBdWHroy99KnVB6qIkUbs5X3UQ==",
+      "dev": true
+    },
     "tty-browserify": {
       "version": "0.0.1",
       "resolved": "https://registry.npmjs.org/tty-browserify/-/tty-browserify-0.0.1.tgz",
@@ -27455,6 +26754,7 @@
       "resolved": "https://registry.npmjs.org/uri-js/-/uri-js-4.4.1.tgz",
       "integrity": "sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg==",
       "dev": true,
+      "peer": true,
       "requires": {
         "punycode": "^2.1.0"
       }
@@ -27529,7 +26829,8 @@
       "version": "8.3.2",
       "resolved": "https://registry.npmjs.org/uuid/-/uuid-8.3.2.tgz",
       "integrity": "sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg==",
-      "dev": true
+      "dev": true,
+      "peer": true
     },
     "v-click-outside": {
       "version": "3.2.0",
@@ -27537,29 +26838,6 @@
       "integrity": "sha512-QD0bDy38SHJXQBjgnllmkI/rbdiwmq9RC+/+pvrFjYJKTn8dtp7Penf9q1lLBta280fYG2q53mgLhQ+3l3z74w==",
       "dev": true
     },
-    "v-tooltip": {
-      "version": "2.1.3",
-      "resolved": "https://registry.npmjs.org/v-tooltip/-/v-tooltip-2.1.3.tgz",
-      "integrity": "sha512-xXngyxLQTOx/yUEy50thb8te7Qo4XU6h4LZB6cvEfVd9mnysUxLEoYwGWDdqR+l69liKsy3IPkdYff3J1gAJ5w==",
-      "dev": true,
-      "requires": {
-        "@babel/runtime": "^7.13.10",
-        "lodash": "^4.17.21",
-        "popper.js": "^1.16.1",
-        "vue-resize": "^1.0.1"
-      },
-      "dependencies": {
-        "@babel/runtime": {
-          "version": "7.18.9",
-          "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.18.9.tgz",
-          "integrity": "sha512-lkqXDcvlFT5rvEjiu6+QYO+1GXrEHRo2LOtS7E4GtX5ESIZOgepqsZBVIj6Pv+a6zqsya9VCgiK1KAK4BvJDAw==",
-          "dev": true,
-          "requires": {
-            "regenerator-runtime": "^0.13.4"
-          }
-        }
-      }
-    },
     "v8-compile-cache": {
       "version": "2.3.0",
       "resolved": "https://registry.npmjs.org/v8-compile-cache/-/v8-compile-cache-2.3.0.tgz",
@@ -27730,9 +27008,9 @@
       }
     },
     "vue-material-design-icons": {
-      "version": "4.13.0",
-      "resolved": "https://registry.npmjs.org/vue-material-design-icons/-/vue-material-design-icons-4.13.0.tgz",
-      "integrity": "sha512-TwaWrvh4J49VdkV9Uzcbr/p3FBRiBthRkIrg6SUh7ogFUljdA2ySNoAYD9dTU+mJkANIn1A6MoD/PnyLONnkWg==",
+      "version": "5.1.2",
+      "resolved": "https://registry.npmjs.org/vue-material-design-icons/-/vue-material-design-icons-5.1.2.tgz",
+      "integrity": "sha512-nD1qFM2qAkMlVoe23EfNKIeMfYl6YjHZjSty9q0mwc2gXmPmvEhixywJQhM+VF5KVBI1zAkVTNLoUEERPY10pA==",
       "dev": true
     },
     "vue-multiselect": {
@@ -27754,17 +27032,6 @@
       "dev": true,
       "requires": {
         "@babel/runtime": "^7.13.10"
-      },
-      "dependencies": {
-        "@babel/runtime": {
-          "version": "7.18.9",
-          "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.18.9.tgz",
-          "integrity": "sha512-lkqXDcvlFT5rvEjiu6+QYO+1GXrEHRo2LOtS7E4GtX5ESIZOgepqsZBVIj6Pv+a6zqsya9VCgiK1KAK4BvJDAw==",
-          "dev": true,
-          "requires": {
-            "regenerator-runtime": "^0.13.4"
-          }
-        }
       }
     },
     "vue-style-loader": {
@@ -27840,12 +27107,6 @@
         }
       }
     },
-    "vue-visible": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/vue-visible/-/vue-visible-1.0.2.tgz",
-      "integrity": "sha512-yaX2its9XAJKGuQqf7LsiZHHSkxsIK8rmCOQOvEGEoF41blKRK8qr9my4qYoD6ikdLss4n8tKqYBecmaY0+WJg==",
-      "dev": true
-    },
     "vue2-datepicker": {
       "version": "3.11.0",
       "resolved": "https://registry.npmjs.org/vue2-datepicker/-/vue2-datepicker-3.11.0.tgz",
diff --git a/package.json b/package.json
index 4dc7af76d..e5e75c26b 100644
--- a/package.json
+++ b/package.json
@@ -30,6 +30,7 @@
     "@tensorflow/tfjs-node": "^3.20",
     "@vladmandic/face-api": "^1.7.3",
     "download": "^8.0.0",
+    "execa": "^5.1.1",
     "exifer": "^1.0.0-beta.2",
     "ffmpeg-static": "^4.4.0",
     "geo-reverse": "^1.0.13",
@@ -40,25 +41,24 @@
     "static-server": "^2.2.1",
     "tar": "^6.1.11",
     "wav-decoder": "^1.3.0",
-    "yaml": "^2.1.1",
-    "execa": "^5.1.1"
+    "yaml": "^2.1.1"
   },
   "devDependencies": {
-    "vue": "^2.6.12",
     "@nextcloud/axios": "^1.9.0",
-    "@nextcloud/initial-state": "^1.2.1",
-    "@nextcloud/router": "^2.0.0",
-    "@nextcloud/vue": "^4.0.2",
     "@nextcloud/babel-config": "^1.0.0",
     "@nextcloud/browserslist-config": "^2.3.0",
     "@nextcloud/eslint-config": "^8.1.2",
+    "@nextcloud/initial-state": "^1.2.1",
+    "@nextcloud/router": "^2.0.0",
     "@nextcloud/stylelint-config": "^2.2.0",
+    "@nextcloud/vue": "^7.0.0-beta.4",
     "@nextcloud/webpack-vue-config": "^5.1.0",
     "@vue/test-utils": "^1.1.3",
     "async-parallel": "^1.2.3",
     "fast-glob": "^3.2.11",
     "flickr-sdk": "^6.0.0",
-    "google-img-scrap": "^1.0.6"
+    "google-img-scrap": "^1.0.6",
+    "vue": "^2.6.12"
   },
   "engines": {
     "node": "^16.0.0",
diff --git a/src/components/ViewAdmin.vue b/src/components/ViewAdmin.vue
index 417fdbe87..f731430bf 100644
--- a/src/components/ViewAdmin.vue
+++ b/src/components/ViewAdmin.vue
@@ -8,125 +8,135 @@
 	<div id="recognize">
 		<figure v-if="loading" class="icon-loading loading" />
 		<figure v-if="!loading && success" class="icon-checkmark success" />
-		<SettingsSection :title="t('recognize', 'Status')">
-			<template v-if="settings['faces.enabled'] || settings['geo.enabled'] || settings['imagenet.enabled'] || settings['musicnn.enabled']">
-				<p>The app is installed and will automatically classify up to 100 files every 30 minutes.</p>
-				<template v-if="settings['faces.enabled'] || settings['geo.enabled'] || settings['imagenet.enabled']">
-					<p v-if="settings['images.status'] === true">
-						Image recognition is working.
-					</p>
-					<p v-else-if="settings['images.status'] === false">
-						An error occurred during image processing, please check the Nextcloud logs.
-					</p>
-					<p v-else>
-						<span class="icon-loading-small" />&nbsp;&nbsp;&nbsp;&nbsp;Waiting for status reports on image processing. If this message persists beyond 30 minutes, please check the Nextcloud logs.
-					</p>
+		<NcSettingsSection :title="t('recognize', 'Status')">
+			<template v-if="settings['faces.enabled'] || settings['imagenet.enabled'] || settings['musicnn.enabled'] || settings['movinet.enabled']">
+				<NcNoteCard show-alert type="success">
+					The app is installed and will automatically classify files in background processes.
+				</NcNoteCard>
+				<template v-if="settings['faces.enabled'] || settings['imagenet.enabled']">
+					<NcNoteCard v-if="settings['faces.status'] === true" show-alert type="success">
+						Face recognition is working.
+					</NcNoteCard>
+					<NcNoteCard v-else-if="settings['faces.status'] === false" show-alert type="error">
+						An error occurred during face recognition, please check the Nextcloud logs.
+					</NcNoteCard>
+					<NcNoteCard v-else>
+						Waiting for status reports on face recognition. If this message persists beyond 30 minutes, please check the Nextcloud logs.
+					</NcNoteCard>
+				</template>
+				<template v-if="settings['imagenet.enabled']">
+					<NcNoteCard v-if="settings['imagenet.status'] === true" show-alert type="success">
+						Object recognition is working.
+					</NcNoteCard>
+					<NcNoteCard v-else-if="settings['imagenet.status'] === false" show-alert type="error">
+						An error occurred during object recognition, please check the Nextcloud logs.
+					</NcNoteCard>
+					<NcNoteCard v-else>
+						Waiting for status reports on object recognition. If this message persists beyond 30 minutes, please check the Nextcloud logs.
+					</NcNoteCard>
 				</template>
 				<template v-if="settings['musicnn.enabled']">
-					<p v-if="settings['audio.status'] === true">
+					<NcNoteCard v-if="settings['musicnn.status'] === true" show-alert type="success">
 						Audio recognition is working.
-					</p>
-					<p v-else-if="settings['audio.status'] === false">
+					</NcNoteCard>
+					<NcNoteCard v-else-if="settings['musicnn.status'] === false" show-alert type="error">
 						An error occurred during audio recognition, please check the Nextcloud logs.
-					</p>
-					<p v-else>
-						<span class="icon-loading-small" />&nbsp;&nbsp;&nbsp;&nbsp;Waiting for status reports on audio recognition. If this message persists beyond 30 minutes, please check the Nextcloud logs.
-					</p>
+					</NcNoteCard>
+					<NcNoteCard v-else>
+						Waiting for status reports on audio recognition. If this message persists beyond 30 minutes, please check the Nextcloud logs.
+					</NcNoteCard>
 				</template>
 				<template v-if="settings['movinet.enabled']">
-					<p v-if="settings['video.status'] === true">
+					<NcNoteCard v-if="settings['movinet.status'] === true" show-alert type="success">
 						Video recognition is working.
-					</p>
-					<p v-else-if="settings['video.status'] === false">
+					</NcNoteCard>
+					<NcNoteCard v-else-if="settings['movinet.status'] === false" show-alert type="error">
 						An error occurred during video recognition, please check the Nextcloud logs.
-					</p>
-					<p v-else>
-						<span class="icon-loading-small" />&nbsp;&nbsp;&nbsp;&nbsp;Waiting for status reports on video recognition. If this message persists beyond 30 minutes, please check the Nextcloud logs.
+					</NcNoteCard>
+					<NcNoteCard v-else>
+						Waiting for status reports on video recognition. If this message persists beyond 30 minutes, please check the Nextcloud logs.
+					</NcNoteCard>
+				</template>
+				<template v-if="countQueued">
+					<p>Queued files:</p>
+					<p class="indent">
+						Face recognition: {{ countQueued.faces }}<br>
+						Object recognition: {{ countQueued.imagenet }}<br>
+						Landmark recognition: {{ countQueued.landmarks }}<br>
+						Video recognition: {{ countQueued.movinet }}<br>
+						Music genre recognition: {{ countQueued.musicnn }}<br>
 					</p>
 				</template>
-				<p v-if="count >= 0">
-					Processed files: {{ count }}<br>
-					Unrecognized files: {{ countMissed }}
-				</p>
 				<p v-else>
-					<span class="icon-loading-small" />&nbsp;&nbsp;&nbsp;&nbsp;Counting files
+					<span class="icon-loading-small" />&nbsp;&nbsp;&nbsp;&nbsp;Counting queued files
 				</p>
 			</template>
 			<p v-else>
 				None of the tagging options below are currently selected. The app will currently do nothing.
 			</p>
-		</SettingsSection>
-		<SettingsSection :title="t('recognize', 'Image tagging')">
+		</NcSettingsSection>
+		<NcSettingsSection :title="t('recognize', 'Image tagging')">
 			<p>
-				<label>
-					<input v-model="settings['faces.enabled']" type="checkbox" @change="onChange">
-					<span>Enable face recognition (based on contact pictures in the Contacts app)</span>
-				</label>
+				<NcCheckboxRadioSwitch :checked.sync="settings['faces.enabled']" type="switch" @update:checked="onChange">
+					Enable face recognition (based on contact pictures in the Contacts app)
+				</NcCheckboxRadioSwitch>
 			</p>
 			<p>
-				<label>
-					<input v-model="settings['geo.enabled']" type="checkbox" @change="onChange">
-					<span>Enable location tagging based on GPS tags (country only tags, e.g. Spain, South Africa)</span>
-				</label>
+				<NcCheckboxRadioSwitch :checked.sync="settings['imagenet.enabled']" type="switch" @update:checked="onChange">
+					Enable object recognition (e.g. food, vehicles, landscapes)
+				</NcCheckboxRadioSwitch>
 			</p>
 			<p>
-				<label>
-					<input v-model="settings['imagenet.enabled']" type="checkbox" @change="onChange">
-					<span>Enable object recognition (e.g. food, vehicles, landscapes)</span>
-				</label>
-			</p>
-			<p class="indent">
-				<label>
-					<input v-model="settings['landmarks.enabled']"
-						type="checkbox"
-						:disabled="!Boolean(settings['imagenet.enabled'])"
-						@change="onChange">
-					<span>Enable landmark recognition (e.g. Eiffel Tower, Golden Gate Bridge)</span>
-				</label>
+				<NcCheckboxRadioSwitch :checked="settings['landmarks.enabled']"
+					type="switch"
+					:disabled="!Boolean(settings['imagenet.enabled'])"
+					@update:checked="onChange">
+					Enable landmark recognition (e.g. Eiffel Tower, Golden Gate Bridge)
+				</NcCheckboxRadioSwitch>
 			</p>
-		</SettingsSection>
-		<SettingsSection :title="t('recognize', 'Audio tagging')">
+		</NcSettingsSection>
+		<NcSettingsSection :title="t('recognize', 'Audio tagging')">
 			<p>
-				<label>
-					<input v-model="settings['musicnn.enabled']" type="checkbox" @change="onChange">
-					<span>Enable music genre recognition (e.g. pop, rock, folk, metal, new age)</span>
-				</label>
+				<NcCheckboxRadioSwitch :checked.sync="settings['musicnn.enabled']" type="switch" @update:checked="onChange">
+					Enable music genre recognition (e.g. pop, rock, folk, metal, new age)
+				</NcCheckboxRadioSwitch>
 			</p>
-		</SettingsSection>
-		<SettingsSection :title="t('recognize', 'Video tagging')">
+		</NcSettingsSection>
+		<NcSettingsSection :title="t('recognize', 'Video tagging')">
 			<p>
-				<label>
-					<input v-model="settings['movinet.enabled']"
-						type="checkbox"
-						:disabled="platform !== 'x86_64' || settings['tensorflow.purejs']"
-						@change="onChange">
-					<span>Enable human action recognition (e.g. arm wrestling, dribbling basketball, hula hooping)</span>
-				</label>
+				<NcCheckboxRadioSwitch :checked.sync="settings['movinet.enabled']"
+					type="switch"
+					:disabled="platform !== 'x86_64' || settings['tensorflow.purejs']"
+					@update:checked="onChange">
+					Enable human action recognition (e.g. arm wrestling, dribbling basketball, hula hooping)
+				</NcCheckboxRadioSwitch>
 			</p>
-		</SettingsSection>
-		<SettingsSection :title="t('recognize', 'Reset')">
+		</NcSettingsSection>
+		<NcSettingsSection :title="t('recognize', 'Reset')">
 			<p>Click the below button to remove all tags from all files that have been classified so far.</p>
 			<button class="button" @click="onReset">
 				Reset tags for classified files
 			</button>
+			<p>&nbsp;</p>
 			<p>Click the below button to rescan all files in this instance and add them to the classifier queues.</p>
 			<button class="button" @click="onRescan">
 				Rescan all files
 			</button>
-		</SettingsSection>
-		<SettingsSection :title="t('recognize', 'Manual operation') ">
-			<p>To trigger a full classification run manually, run the following commands on the terminal. (The first time, this will download the machine learning model initially, so it will take longer.)</p>
-			<pre><code>occ recognize:classify-images</code></pre>
-			<pre><code>occ recognize:classify-audio</code></pre>
-			<pre><code>occ recognize:classify-video</code></pre>
+		</NcSettingsSection>
+		<NcSettingsSection :title="t('recognize', 'Terminal commands') ">
+			<p>To trigger a full classification run manually, run the following command on the terminal.</p>
+			<pre><code>occ recognize:recrawl</code></pre>
+			<p>&nbsp;</p>
+			<p>To download all models preliminary to executing the classification jobs, run the following command on the terminal.</p>
+			<pre><code>occ recognize:download-models</code></pre>
 			<p>&nbsp;</p>
 			<p>You can reset the tags of all files that have been previously classified by recognize with the following command:</p>
 			<pre><code>occ recognize:reset-tags</code></pre>
 			<p>&nbsp;</p>
 			<p>You can delete all tags that no longer have any files associated with them with the following command:</p>
 			<pre><code>occ recognize:cleanup-tags</code></pre>
-		</SettingsSection>
-		<SettingsSection :title="t('recognize', 'CPU cores') ">
+		</NcSettingsSection>
+		<NcSettingsSection :title="t('recognize', 'CPU cores') ">
 			<p>By default all available CPU cores will be used which may put your system under considerable load. To avoid this, you can limit the amount of CPU Cores used.</p>
 			<p>
 				<label>
@@ -139,8 +149,8 @@
 					<span>Number of CPU Cores (0 for no limit)</span>
 				</label>
 			</p>
-		</SettingsSection>
-		<SettingsSection :title="t('recognize', 'Tensorflow plain mode')">
+		</NcSettingsSection>
+		<NcSettingsSection :title="t('recognize', 'Tensorflow plain mode')">
 			<p v-if="avx === null || platform === null || musl === null">
 				<span class="icon-loading-small" />&nbsp;&nbsp;&nbsp;&nbsp;Checking CPU
 			</p>
@@ -151,13 +161,12 @@
 				Your machine does not support native TensorFlow operation, because {{ pureJSReasons }}. WASM mode is recommended.
 			</p>
 			<p>
-				<label>
-					<input v-model="settings['tensorflow.purejs']" type="checkbox" @change="onChange">
-					<span>Enable WASM mode</span>
-				</label>
+				<NcCheckboxRadioSwitch :checked.sync="settings['tensorflow.purejs']" type="switch" @update:checked="onChange">
+					Enable WASM mode
+				</NcCheckboxRadioSwitch>
 			</p>
-		</SettingsSection>
-		<SettingsSection :title="t('recognize', 'Node.js path')">
+		</NcSettingsSection>
+		<NcSettingsSection :title="t('recognize', 'Node.js path')">
 			<p>
 				If the shipped Node.js binary doesn't work on your system for some reason you can set the path to a custom node.js binary.
 				Currently supported is Node v14.17 and newer v14 releases.
@@ -165,30 +174,32 @@
 			<p>
 				<input v-model="settings['node_binary']" type="text" @change="onChange">
 			</p>
-		</SettingsSection>
+		</NcSettingsSection>
 	</div>
 </template>
 
 <script>
-import SettingsSection from '@nextcloud/vue/dist/Components/SettingsSection'
+import NcSettingsSection from '@nextcloud/vue/dist/Components/NcSettingsSection'
+import NcNoteCard from '@nextcloud/vue/dist/Components/NcNoteCard'
+import NcCheckboxRadioSwitch from '@nextcloud/vue/dist/Components/NcCheckboxRadioSwitch'
 import axios from '@nextcloud/axios'
 import { generateUrl } from '@nextcloud/router'
 import { loadState } from '@nextcloud/initial-state'
 
-const SETTINGS = ['tensorflow.cores', 'tensorflow.gpu', 'tensorflow.purejs', 'geo.enabled', 'imagenet.enabled', 'landmarks.enabled', 'faces.enabled', 'musicnn.enabled', 'movinet.enabled', 'node_binary', 'audio.status', 'images.status', 'video.status']
+const SETTINGS = ['tensorflow.cores', 'tensorflow.gpu', 'tensorflow.purejs', 'imagenet.enabled', 'landmarks.enabled', 'faces.enabled', 'musicnn.enabled', 'movinet.enabled', 'node_binary', 'faces.status', 'imagenet.status', 'landmarks.status', 'movinet.status', 'musicnn.status']
 
-const BOOLEAN_SETTINGS = ['tensorflow.gpu', 'tensorflow.purejs', 'geo.enabled', 'imagenet.enabled', 'landmarks.enabled', 'faces.enabled', 'musicnn.enabled', 'movinet.enabled', 'audio.status', 'images.status', 'video.status']
+const BOOLEAN_SETTINGS = ['tensorflow.gpu', 'tensorflow.purejs', 'imagenet.enabled', 'landmarks.enabled', 'faces.enabled', 'musicnn.enabled', 'movinet.enabled', 'faces.status', 'imagenet.status', 'landmarks.status', 'movinet.status', 'musicnn.status']
 
 export default {
 	name: 'ViewAdmin',
-	components: { SettingsSection },
+	components: { NcSettingsSection, NcNoteCard, NcCheckboxRadioSwitch },
 	data() {
 		return {
 			loading: false,
 			success: false,
 			error: '',
 			count: -1,
-			countMissed: -1,
+			countQueued: null,
 			settings: SETTINGS.reduce((obj, key) => ({ ...obj, [key]: '' }), {}),
 			timeout: null,
 			avx: null,
@@ -227,8 +238,11 @@ export default {
 
 		setInterval(async () => {
 			this.getCount()
-			this.loadValue('audio.status')
-			this.loadValue('images.status')
+			this.loadValue('imagenet.status')
+			this.loadValue('faces.status')
+			this.loadValue('landmarks.status')
+			this.loadValue('movinet.status')
+			this.loadValue('musicnn.status')
 		}, 5 * 60 * 1000)
 
 		try {
@@ -236,7 +250,7 @@ export default {
 			for (const setting of SETTINGS) {
 				this.settings[setting] = settings[setting]
 				if (BOOLEAN_SETTINGS.includes(setting)) {
-					this.settings[setting] = (this.settings[setting] === 'true')
+					this.settings[setting] = JSON.parse(this.settings[setting])
 				}
 				if (setting === 'tensorflow.cores' && this.settings[setting] === '') {
 					this.settings[setting] = 0
@@ -269,12 +283,8 @@ export default {
 			}, 3000)
 		},
 		async getCount() {
-			let resp = await axios.get(generateUrl('/apps/recognize/admin/count'))
-			const { count } = resp.data
-			resp = await axios.get(generateUrl('/apps/recognize/admin/countMissed'))
-			const { count: countMissed } = resp.data
-			this.count = count
-			this.countMissed = countMissed
+			const resp = await axios.get(generateUrl('/apps/recognize/admin/countQueued'))
+			this.countQueued = resp.data
 		},
 		async getAVX() {
 			const resp = await axios.get(generateUrl('/apps/recognize/admin/avx'))
@@ -315,17 +325,17 @@ export default {
 		async loadValue(setting) {
 			this.settings[setting] = await this.getValue(setting)
 			if (BOOLEAN_SETTINGS.includes(setting)) {
-				this.settings[setting] = (this.settings[setting] === 'true')
+				this.settings[setting] = JSON.parse(this.settings[setting])
 			}
 		},
 		async setValue(setting, value) {
 			try {
-				await new Promise((resolve, reject) =>
-					OCP.AppConfig.setValue('recognize', setting, value, {
-						success: resolve,
-						error: reject,
-					})
-				)
+				if (BOOLEAN_SETTINGS.includes(setting)) {
+					value = JSON.stringify(value)
+				}
+				await axios.put(generateUrl(`/apps/recognize/admin/settings/${setting}`), {
+					value,
+				})
 			} catch (e) {
 				this.error = this.t('recognize', 'Failed to save settings')
 				throw e
@@ -334,19 +344,13 @@ export default {
 
 		async getValue(setting) {
 			try {
-				const resDocument = await new Promise((resolve, reject) =>
-					OCP.AppConfig.getValue('recognize', setting, null, {
-						success: resolve,
-						error: reject,
-					})
-				)
-				if (resDocument.querySelector('status').textContent !== 'ok') {
+				const res = await axios.get(generateUrl(`/apps/recognize/admin/settings/${setting}`))
+				if (res.status !== 200) {
 					this.error = this.t('recognize', 'Failed to load settings')
-					console.error('Failed request', resDocument)
+					console.error('Failed request', res)
 					return
 				}
-				const dataEl = resDocument.querySelector('data')
-				return dataEl.firstElementChild.textContent
+				return res.data.value
 			} catch (e) {
 				this.error = this.t('recognize', 'Failed to load settings')
 				throw e
@@ -381,7 +385,7 @@ figure[class^='icon-'] {
 }
 
 #recognize label > * {
-	padding: 6px 0;
+	padding: 8px 0;
 }
 
 #recognize input[type=text], #recognize input[type=password] {