diff --git a/web/src/components/overlay/detail/FaceCreateWizardDialog.tsx b/web/src/components/overlay/detail/FaceCreateWizardDialog.tsx
index 5729fc760..8302c112a 100644
--- a/web/src/components/overlay/detail/FaceCreateWizardDialog.tsx
+++ b/web/src/components/overlay/detail/FaceCreateWizardDialog.tsx
@@ -34,6 +34,7 @@ type CreateFaceWizardDialogProps = {
 export default function CreateFaceWizardDialog({
   open,
   setOpen,
+  onFinish,
 }: CreateFaceWizardDialogProps) {
   const { t } = useTranslation("views/faceLibrary");
 
@@ -142,7 +143,13 @@ export default function CreateFaceWizardDialog({
               </Link>
             </div>
             <div className="flex justify-end">
-              <Button variant="select" onClick={() => handleReset()}>
+              <Button
+                variant="select"
+                onClick={() => {
+                  onFinish();
+                  handleReset();
+                }}
+              >
                 {t("button.done", { ns: "common" })}
               </Button>
             </div>
diff --git a/web/src/pages/FaceLibrary.tsx b/web/src/pages/FaceLibrary.tsx
index f1309ea5d..1400dee5d 100644
--- a/web/src/pages/FaceLibrary.tsx
+++ b/web/src/pages/FaceLibrary.tsx
@@ -121,7 +121,11 @@ export default function FaceLibrary() {
   const [selectedFaces, setSelectedFaces] = useState<string[]>([]);
 
   const onClickFace = useCallback(
-    (imageId: string) => {
+    (imageId: string, ctrl: boolean) => {
+      if (selectedFaces.length == 0 && !ctrl) {
+        return;
+      }
+
       const index = selectedFaces.indexOf(imageId);
 
       if (index != -1) {
@@ -143,39 +147,42 @@ export default function FaceLibrary() {
     [selectedFaces, setSelectedFaces],
   );
 
-  const onDelete = useCallback(() => {
-    axios
-      .post(`/faces/train/delete`, { ids: selectedFaces })
-      .then((resp) => {
-        setSelectedFaces([]);
+  const onDelete = useCallback(
+    (name: string, ids: string[]) => {
+      axios
+        .post(`/faces/${name}/delete`, { ids })
+        .then((resp) => {
+          setSelectedFaces([]);
 
-        if (resp.status == 200) {
-          toast.success(t("toast.success.deletedFace"), {
+          if (resp.status == 200) {
+            toast.success(t("toast.success.deletedFace"), {
+              position: "top-center",
+            });
+
+            if (faceImages.length == 1) {
+              // face has been deleted
+              setPageToggle("");
+            }
+
+            refreshFaces();
+          }
+        })
+        .catch((error) => {
+          const errorMessage =
+            error.response?.data?.message ||
+            error.response?.data?.detail ||
+            "Unknown error";
+          toast.error(t("toast.error.deleteFaceFailed", { errorMessage }), {
             position: "top-center",
           });
-
-          if (faceImages.length == 1) {
-            // face has been deleted
-            setPageToggle("");
-          }
-
-          refreshFaces();
-        }
-      })
-      .catch((error) => {
-        const errorMessage =
-          error.response?.data?.message ||
-          error.response?.data?.detail ||
-          "Unknown error";
-        toast.error(t("toast.error.deleteFaceFailed", { errorMessage }), {
-          position: "top-center",
         });
-      });
-  }, [faceImages, selectedFaces, refreshFaces, setPageToggle, t]);
+    },
+    [faceImages, refreshFaces, setPageToggle, t],
+  );
 
   // keyboard
 
-  useKeyboardListener(["a"], (key, modifiers) => {
+  useKeyboardListener(["a", "Escape"], (key, modifiers) => {
     if (modifiers.repeat || !modifiers.down) {
       return;
     }
@@ -186,6 +193,9 @@ export default function FaceLibrary() {
           setSelectedFaces([...trainImages]);
         }
         break;
+      case "Escape":
+        setSelectedFaces([]);
+        break;
     }
   });
 
@@ -258,7 +268,10 @@ export default function FaceLibrary() {
         </ScrollArea>
         {selectedFaces?.length > 0 ? (
           <div className="flex items-center justify-center gap-2">
-            <Button className="flex gap-2" onClick={() => onDelete()}>
+            <Button
+              className="flex gap-2"
+              onClick={() => onDelete("train", selectedFaces)}
+            >
               <LuTrash2 className="size-7 rounded-md p-1 text-secondary-foreground" />
               {t("button.deleteFaceAttempts")}
             </Button>
@@ -292,7 +305,7 @@ export default function FaceLibrary() {
           <FaceGrid
             faceImages={faceImages}
             pageToggle={pageToggle}
-            onRefresh={refreshFaces}
+            onDelete={onDelete}
           />
         ))}
     </div>
@@ -304,7 +317,7 @@ type TrainingGridProps = {
   attemptImages: string[];
   faceNames: string[];
   selectedFaces: string[];
-  onClickFace: (image: string) => void;
+  onClickFace: (image: string, ctrl: boolean) => void;
   onRefresh: () => void;
 };
 function TrainingGrid({
@@ -324,7 +337,7 @@ function TrainingGrid({
           faceNames={faceNames}
           threshold={config.face_recognition.recognition_threshold}
           selected={selectedFaces.includes(image)}
-          onClick={() => onClickFace(image)}
+          onClick={(meta) => onClickFace(image, meta)}
           onRefresh={onRefresh}
         />
       ))}
@@ -337,7 +350,7 @@ type FaceAttemptProps = {
   faceNames: string[];
   threshold: number;
   selected: boolean;
-  onClick: () => void;
+  onClick: (meta: boolean) => void;
   onRefresh: () => void;
 };
 function FaceAttempt({
@@ -415,7 +428,7 @@ function FaceAttempt({
           ? "shadow-selected outline-selected"
           : "outline-transparent duration-500",
       )}
-      onClick={onClick}
+      onClick={(e) => onClick(e.metaKey || e.ctrlKey)}
     >
       <div className="relative w-full overflow-hidden rounded-t-lg border border-t-0 *:text-card-foreground">
         <img className="size-44" src={`${baseUrl}clips/faces/train/${image}`} />
@@ -479,9 +492,9 @@ function FaceAttempt({
 type FaceGridProps = {
   faceImages: string[];
   pageToggle: string;
-  onRefresh: () => void;
+  onDelete: (name: string, ids: string[]) => void;
 };
-function FaceGrid({ faceImages, pageToggle, onRefresh }: FaceGridProps) {
+function FaceGrid({ faceImages, pageToggle, onDelete }: FaceGridProps) {
   return (
     <div className="scrollbar-container flex flex-wrap gap-2 overflow-y-scroll">
       {faceImages.map((image: string) => (
@@ -489,7 +502,7 @@ function FaceGrid({ faceImages, pageToggle, onRefresh }: FaceGridProps) {
           key={image}
           name={pageToggle}
           image={image}
-          onRefresh={onRefresh}
+          onDelete={onDelete}
         />
       ))}
     </div>
@@ -499,31 +512,10 @@ function FaceGrid({ faceImages, pageToggle, onRefresh }: FaceGridProps) {
 type FaceImageProps = {
   name: string;
   image: string;
-  onRefresh: () => void;
+  onDelete: (name: string, ids: string[]) => void;
 };
-function FaceImage({ name, image, onRefresh }: FaceImageProps) {
+function FaceImage({ name, image, onDelete }: FaceImageProps) {
   const { t } = useTranslation(["views/faceLibrary"]);
-  const onDelete = useCallback(() => {
-    axios
-      .post(`/faces/${name}/delete`, { ids: [image] })
-      .then((resp) => {
-        if (resp.status == 200) {
-          toast.success(t("toast.success.deletedFace"), {
-            position: "top-center",
-          });
-          onRefresh();
-        }
-      })
-      .catch((error) => {
-        const errorMessage =
-          error.response?.data?.message ||
-          error.response?.data?.detail ||
-          "Unknown error";
-        toast.error(t("toast.error.deleteFaceFailed", { errorMessage }), {
-          position: "top-center",
-        });
-      });
-  }, [name, image, onRefresh, t]);
 
   return (
     <div className="relative flex flex-col rounded-lg">
@@ -540,7 +532,7 @@ function FaceImage({ name, image, onRefresh }: FaceImageProps) {
               <TooltipTrigger>
                 <LuTrash2
                   className="size-5 cursor-pointer text-primary-variant hover:text-primary"
-                  onClick={onDelete}
+                  onClick={() => onDelete(name, [image])}
                 />
               </TooltipTrigger>
               <TooltipContent>{t("button.deleteFaceAttempts")}</TooltipContent>