diff --git a/lib/main.dart b/lib/main.dart
index 51fb7b9d6..e998a81d8 100644
--- a/lib/main.dart
+++ b/lib/main.dart
@@ -161,7 +161,9 @@ Future<void> _init(bool isBackground, {String via = ''}) async {
     });
   }
   FeatureFlagService.instance.init();
-  await ObjectDetectionService.instance.init();
+  if (FeatureFlagService.instance.isInternalUserOrDebugBuild()) {
+    await ObjectDetectionService.instance.init();
+  }
   _logger.info("Initialization done");
 }
 
diff --git a/lib/ui/viewer/file/file_info_widget.dart b/lib/ui/viewer/file/file_info_widget.dart
index 13772144f..e40c1c165 100644
--- a/lib/ui/viewer/file/file_info_widget.dart
+++ b/lib/ui/viewer/file/file_info_widget.dart
@@ -10,6 +10,7 @@ import "package:photos/ente_theme_data.dart";
 import "package:photos/models/file.dart";
 import "package:photos/models/file_type.dart";
 import 'package:photos/services/collections_service.dart';
+import "package:photos/services/feature_flag_service.dart";
 import 'package:photos/theme/ente_theme.dart';
 import 'package:photos/ui/components/divider_widget.dart';
 import 'package:photos/ui/components/icon_button_widget.dart';
@@ -236,14 +237,16 @@ class _FileInfoWidgetState extends State<FileInfoWidget> {
               : DeviceFoldersListOfFileWidget(allDeviceFoldersOfFile),
         ),
       ),
-      SizedBox(
-        height: 62,
-        child: ListTile(
-          horizontalTitleGap: 0,
-          leading: const Icon(Icons.image_search),
-          title: ObjectTagsWidget(file),
-        ),
-      ),
+      FeatureFlagService.instance.isInternalUserOrDebugBuild()
+          ? SizedBox(
+              height: 62,
+              child: ListTile(
+                horizontalTitleGap: 0,
+                leading: const Icon(Icons.image_search),
+                title: ObjectTagsWidget(file),
+              ),
+            )
+          : null,
       (file.uploadedFileID != null && file.updationTime != null)
           ? ListTile(
               horizontalTitleGap: 2,