diff --git a/frigate/object_processing.py b/frigate/object_processing.py
index aa966bab8..137883b2b 100644
--- a/frigate/object_processing.py
+++ b/frigate/object_processing.py
@@ -412,6 +412,11 @@ class CameraState:
 
             self.previous_frame_id = frame_name
 
+    def shutdown(self) -> None:
+        for obj in self.tracked_objects.values():
+            if not obj.obj_data.get("end_time"):
+                obj.write_thumbnail_to_disk()
+
 
 class TrackedObjectProcessor(threading.Thread):
     def __init__(
@@ -722,6 +727,10 @@ class TrackedObjectProcessor(threading.Thread):
                 event_id, camera, _ = update
                 self.camera_states[camera].finished(event_id)
 
+        # shut down camera states
+        for state in self.camera_states.values():
+            state.shutdown()
+
         self.requestor.stop()
         self.detection_publisher.stop()
         self.event_sender.stop()
diff --git a/web/src/pages/FaceLibrary.tsx b/web/src/pages/FaceLibrary.tsx
index 4bb6b39ff..8daf7e325 100644
--- a/web/src/pages/FaceLibrary.tsx
+++ b/web/src/pages/FaceLibrary.tsx
@@ -327,7 +327,7 @@ function FaceAttempt({
       .post(`/faces/reprocess`, { training_file: image })
       .then((resp) => {
         if (resp.status == 200) {
-          toast.success(`Successfully trained face.`, {
+          toast.success(`Successfully updated face score.`, {
             position: "top-center",
           });
           onRefresh();
@@ -335,11 +335,14 @@ function FaceAttempt({
       })
       .catch((error) => {
         if (error.response?.data?.message) {
-          toast.error(`Failed to train: ${error.response.data.message}`, {
-            position: "top-center",
-          });
+          toast.error(
+            `Failed to update score: ${error.response.data.message}`,
+            {
+              position: "top-center",
+            },
+          );
         } else {
-          toast.error(`Failed to train: ${error.message}`, {
+          toast.error(`Failed to update score: ${error.message}`, {
             position: "top-center",
           });
         }
@@ -419,7 +422,7 @@ function FaceAttempt({
                   onClick={() => onReprocess()}
                 />
               </TooltipTrigger>
-              <TooltipContent>Delete Face Attempt</TooltipContent>
+              <TooltipContent>Reprocess Face</TooltipContent>
             </Tooltip>
             <Tooltip>
               <TooltipTrigger>