diff --git a/lib/ClustersBackend/FaceRecognitionBackend.php b/lib/ClustersBackend/FaceRecognitionBackend.php
index f490d5a7..cafaf18d 100644
--- a/lib/ClustersBackend/FaceRecognitionBackend.php
+++ b/lib/ClustersBackend/FaceRecognitionBackend.php
@@ -220,7 +220,12 @@ class FaceRecognitionBackend extends Backend
         return (int) $this->config->getAppValue('facerecognition', 'model', -1);
     }
 
-    private function getFaceRecognitionClusters(int $fileid = 0, bool $show_singles = false, bool $show_hidden = false)
+    private function minFaceInClusters(): int
+    {
+        return (int) $this->config->getAppValue('facerecognition', 'min_faces_in_cluster', 5);
+    }
+
+    private function getFaceRecognitionClusters(int $fileid = 0)
     {
         $query = $this->tq->getBuilder();
 
@@ -250,18 +255,14 @@ class FaceRecognitionBackend extends Backend
         $query->addGroupBy('frp.user');
         $query->where($query->expr()->isNull('frp.name'));
 
-        // WHERE these clusters contain fileid if specified
+        // The query change if we want the people in an fileid, or the unnamed clusters
         if ($fileid > 0) {
+            // WHERE these clusters contain fileid if specified
             $query->andWhere($query->expr()->eq('fri.file', $query->createNamedParameter($fileid)));
-        }
-
-        // By default hides individual faces when they have no name.
-        if (!$show_singles && !$fileid) {
-            $query->having($query->expr()->gt($count, $query->expr()->literal(1, \PDO::PARAM_INT)));
-        }
-
-        // By default it shows the people who were not hidden
-        if (!$show_hidden && !$fileid) {
+        } else {
+            // WHERE these clusters has a minimum number of faces
+            $query->having($query->expr()->gte($count, $query->expr()->literal($this->minFaceInClusters(), \PDO::PARAM_INT)));
+            // WHERE these clusters were not hidden due inconsistencies
             $query->andWhere($query->expr()->eq('frp.is_visible', $query->expr()->literal(1)));
         }