diff --git a/apps/desktop/src/components/ModelImageGallery.tsx b/apps/desktop/src/components/ModelImageGallery.tsx
index 6fdd4d6..ee3fd38 100644
--- a/apps/desktop/src/components/ModelImageGallery.tsx
+++ b/apps/desktop/src/components/ModelImageGallery.tsx
@@ -2,7 +2,6 @@ import React, { useState, useCallback } from 'react';
 import {
   Eye,
   Trash2,
-  Heart,
   Plus,
   Grid3X3,
   List,
@@ -18,7 +17,6 @@ interface ModelImageGalleryProps {
   photos: ModelPhoto[];
   onUpload: (imagePaths: string[], photoType: PhotoType) => Promise<void>;
   onDelete: (photo: ModelPhoto) => Promise<void>;
-  onToggleFavorite?: (photo: ModelPhoto) => Promise<void>;
   isUploading?: boolean;
   className?: string;
 }
@@ -34,7 +32,6 @@ export const ModelImageGallery: React.FC<ModelImageGalleryProps> = ({
   photos,
   onUpload,
   onDelete,
-  onToggleFavorite,
   isUploading = false,
   className = ''
 }) => {
@@ -295,19 +292,7 @@ export const ModelImageGallery: React.FC<ModelImageGalleryProps> = ({
                   >
                     <Eye className="w-4 h-4" />
                   </button>
-                  {onToggleFavorite && (
-                    <button
-                      onClick={() => onToggleFavorite(photo)}
-                      className={`p-2 rounded-full transition-colors ${
-                        photo.is_cover 
-                          ? 'bg-red-500 text-white hover:bg-red-600' 
-                          : 'bg-white text-gray-700 hover:bg-gray-100'
-                      }`}
-                      title="收藏"
-                    >
-                      <Heart className={`w-4 h-4 ${photo.is_cover ? 'fill-current' : ''}`} />
-                    </button>
-                  )}
+
                   <button
                     onClick={() => handleDeleteClick(photo)}
                     className="p-2 bg-white text-red-600 rounded-full hover:bg-red-50 transition-colors"
@@ -324,9 +309,6 @@ export const ModelImageGallery: React.FC<ModelImageGalleryProps> = ({
                   <span className={`px-2 py-1 text-xs rounded-full ${getPhotoTypeColor(photo.photo_type)}`}>
                     {getPhotoTypeLabel(photo.photo_type)}
                   </span>
-                  {photo.is_cover && (
-                    <Heart className="w-4 h-4 text-red-500 fill-current" />
-                  )}
                 </div>
                 <p className="text-sm font-medium text-gray-900 truncate" title={photo.file_name}>
                   {photo.file_name}
@@ -363,9 +345,6 @@ export const ModelImageGallery: React.FC<ModelImageGalleryProps> = ({
                       <span className={`px-2 py-1 text-xs rounded-full ${getPhotoTypeColor(photo.photo_type)}`}>
                         {getPhotoTypeLabel(photo.photo_type)}
                       </span>
-                      {photo.is_cover && (
-                        <Heart className="w-4 h-4 text-red-500 fill-current" />
-                      )}
                     </div>
                     <p className="text-sm text-gray-500">
                       {formatFileSize(photo.file_size)} • {new Date(photo.created_at).toLocaleDateString()}
@@ -386,19 +365,7 @@ export const ModelImageGallery: React.FC<ModelImageGalleryProps> = ({
                     >
                       <Eye className="w-4 h-4" />
                     </button>
-                    {onToggleFavorite && (
-                      <button
-                        onClick={() => onToggleFavorite(photo)}
-                        className={`p-2 rounded-lg transition-colors ${
-                          photo.is_cover 
-                            ? 'text-red-500 hover:bg-red-50' 
-                            : 'text-gray-600 hover:bg-gray-100'
-                        }`}
-                        title="收藏"
-                      >
-                        <Heart className={`w-4 h-4 ${photo.is_cover ? 'fill-current' : ''}`} />
-                      </button>
-                    )}
+
                     <button
                       onClick={() => handleDeleteClick(photo)}
                       className="p-2 text-red-600 hover:bg-red-50 rounded-lg transition-colors"
@@ -421,7 +388,6 @@ export const ModelImageGallery: React.FC<ModelImageGalleryProps> = ({
         isOpen={previewModal.isOpen}
         onClose={closePreview}
         onDelete={handleDeleteClick}
-        onToggleFavorite={onToggleFavorite}
       />
 
       {/* 删除确认对话框 */}
diff --git a/apps/desktop/src/components/ModelImagePreviewModal.tsx b/apps/desktop/src/components/ModelImagePreviewModal.tsx
index 8f59e37..1828cb2 100644
--- a/apps/desktop/src/components/ModelImagePreviewModal.tsx
+++ b/apps/desktop/src/components/ModelImagePreviewModal.tsx
@@ -10,7 +10,6 @@ import {
   Maximize2,
   Minimize2,
   Trash2,
-  Heart,
   Info,
   Calendar,
   FileImage,
@@ -25,7 +24,6 @@ interface ModelImagePreviewModalProps {
   isOpen: boolean;
   onClose: () => void;
   onDelete?: (photo: ModelPhoto) => void;
-  onToggleFavorite?: (photo: ModelPhoto) => void;
   title?: string;
 }
 
@@ -39,7 +37,6 @@ export const ModelImagePreviewModal: React.FC<ModelImagePreviewModalProps> = ({
   isOpen,
   onClose,
   onDelete,
-  onToggleFavorite,
   title = "图片预览"
 }) => {
   const [currentIndex, setCurrentIndex] = useState(initialIndex);
@@ -144,11 +141,7 @@ export const ModelImagePreviewModal: React.FC<ModelImagePreviewModalProps> = ({
     }
   }, [currentPhoto, onDelete]);
 
-  const handleToggleFavorite = useCallback(() => {
-    if (currentPhoto && onToggleFavorite) {
-      onToggleFavorite(currentPhoto);
-    }
-  }, [currentPhoto, onToggleFavorite]);
+
 
   const getPhotoTypeLabel = (photoType: PhotoType): string => {
     switch (photoType) {
@@ -222,18 +215,7 @@ export const ModelImagePreviewModal: React.FC<ModelImagePreviewModalProps> = ({
               <Info className="w-5 h-5" />
             </button>
             
-            {/* 收藏按钮 */}
-            {onToggleFavorite && (
-              <button
-                onClick={handleToggleFavorite}
-                className={`p-2 rounded-lg transition-colors ${
-                  currentPhoto.is_cover ? 'text-red-500 hover:bg-red-50' : 'text-gray-600 hover:bg-gray-100'
-                }`}
-                title="收藏"
-              >
-                <Heart className={`w-5 h-5 ${currentPhoto.is_cover ? 'fill-current' : ''}`} />
-              </button>
-            )}
+
             
             {/* 缩放控制 */}
             <button
diff --git a/apps/desktop/src/pages/ModelDetail.tsx b/apps/desktop/src/pages/ModelDetail.tsx
index 9bfe7a8..25afcc2 100644
--- a/apps/desktop/src/pages/ModelDetail.tsx
+++ b/apps/desktop/src/pages/ModelDetail.tsx
@@ -160,28 +160,7 @@ const ModelDetail: React.FC = () => {
     }
   };
 
-  // 切换照片收藏状态（新的图片画廊组件使用）
-  const handleTogglePhotoFavorite = async (photo: ModelPhoto) => {
-    if (!id) return;
 
-    try {
-      if (!photo.is_cover) {
-        // 设置为封面照片
-        await videoGenerationService.setCoverPhoto(id, photo.id);
-      } else {
-        // 取消封面照片（这里需要设置另一张照片为封面，或者实现取消封面的API）
-        console.log('取消封面照片功能待实现');
-        // TODO: 实现取消封面照片的功能
-      }
-
-      // 重新加载模特详情以获取最新的照片列表
-      await loadModelDetail();
-      await loadDashboardStats(); // 更新统计信息
-    } catch (err) {
-      console.error('切换照片收藏状态失败:', err);
-      setError(err as string);
-    }
-  };
 
   // 加载穿搭图片生成记录
   const loadOutfitRecords = async () => {
@@ -495,7 +474,6 @@ const ModelDetail: React.FC = () => {
                 photos={model.photos}
                 onUpload={handleBatchUploadPhotos}
                 onDelete={handleDeletePhoto}
-                onToggleFavorite={handleTogglePhotoFavorite}
                 isUploading={uploadingPhotos}
               />
             </div>