diff --git a/lib/Controller/DaysController.php b/lib/Controller/DaysController.php
index 4937d6a1..cedb4910 100644
--- a/lib/Controller/DaysController.php
+++ b/lib/Controller/DaysController.php
@@ -211,7 +211,7 @@ class DaysController extends ApiBase
 
         // Filter only for one face on Recognize
         if (($recognize = $this->request->getParam('recognize')) && $this->recognizeIsEnabled()) {
-            $transforms[] = [$this->timelineQuery, 'transformPeopleRecognitionFilter', $recognize];
+            $transforms[] = [$this->timelineQuery, 'transformPeopleRecognitionFilter', $recognize, $aggregateOnly];
 
             $faceRect = $this->request->getParam('facerect');
             if ($faceRect && !$aggregateOnly) {
diff --git a/lib/Db/TimelineQueryPeopleRecognize.php b/lib/Db/TimelineQueryPeopleRecognize.php
index f54e0a83..7b4ae98a 100644
--- a/lib/Db/TimelineQueryPeopleRecognize.php
+++ b/lib/Db/TimelineQueryPeopleRecognize.php
@@ -11,7 +11,7 @@ trait TimelineQueryPeopleRecognize
 {
     protected IDBConnection $connection;
 
-    public function transformPeopleRecognitionFilter(IQueryBuilder &$query, string $userId, string $faceStr)
+    public function transformPeopleRecognitionFilter(IQueryBuilder &$query, string $userId, string $faceStr, bool $isAggregate)
     {
         // Get name and uid of face user
         $faceNames = explode('/', $faceStr);
@@ -21,17 +21,28 @@ trait TimelineQueryPeopleRecognize
         $faceUid = $faceNames[0];
         $faceName = $faceNames[1];
 
+        if (!$isAggregate) {
+            // Multiple detections for the same image
+            $query->addSelect('rfd.id AS faceid');
+        }
+
         // Join with cluster
-        $nameField = is_numeric($faceName) ? 'rfc.id' : 'rfc.title';
-        $query->innerJoin('m', 'recognize_face_clusters', 'rfc', $query->expr()->andX(
-            $query->expr()->eq('rfc.user_id', $query->createNamedParameter($faceUid)),
-            $query->expr()->eq($nameField, $query->createNamedParameter($faceName)),
-        ));
+        $clusterQuery = null;
+        if ($faceName !== 'NULL') {
+            $nameField = is_numeric($faceName) ? 'rfc.id' : 'rfc.title';
+            $query->innerJoin('m', 'recognize_face_clusters', 'rfc', $query->expr()->andX(
+                $query->expr()->eq('rfc.user_id', $query->createNamedParameter($faceUid)),
+                $query->expr()->eq($nameField, $query->createNamedParameter($faceName)),
+            ));
+            $clusterQuery = $query->expr()->eq('rfd.cluster_id', 'rfc.id');
+        } else {
+            $clusterQuery = $query->expr()->isNull('rfd.cluster_id');
+        }
 
         // Join with detections
         $query->innerJoin('m', 'recognize_face_detections', 'rfd', $query->expr()->andX(
             $query->expr()->eq('rfd.file_id', 'm.fileid'),
-            $query->expr()->eq('rfd.cluster_id', 'rfc.id'),
+            $clusterQuery,
         ));
     }
 
diff --git a/src/components/Timeline.vue b/src/components/Timeline.vue
index f7565978..58855b7a 100644
--- a/src/components/Timeline.vue
+++ b/src/components/Timeline.vue
@@ -1189,13 +1189,14 @@ export default defineComponent({
         // Duplicate detection.
         // These may be valid, e.g. in face rects. All we need to have
         // is a unique Vue key for the v-for loop.
-        if (seen.has(photo.fileid)) {
-          const val = seen.get(photo.fileid);
-          photo.key = `${photo.fileid}-${val}`;
-          seen.set(photo.fileid, val + 1);
+        const key = photo.faceid || photo.fileid;
+        if (seen.has(key)) {
+          const val = seen.get(key);
+          photo.key = `${key}-${val}`;
+          seen.set(key, val + 1);
         } else {
-          photo.key = `${photo.fileid}`;
-          seen.set(photo.fileid, 1);
+          photo.key = `${key}`;
+          seen.set(key, 1);
         }
 
         // Add photo to row
diff --git a/src/types.ts b/src/types.ts
index b425986a..cb5d033a 100644
--- a/src/types.ts
+++ b/src/types.ts
@@ -92,6 +92,8 @@ export type IPhoto = {
     };
   };
 
+  /** Face detection ID */
+  faceid?: number;
   /** Face dimensions */
   facerect?: IFaceRect;