diff --git a/demo/inference_demo.ipynb b/demo/inference_demo.ipynb
index e94a8c592..565efd724 100644
--- a/demo/inference_demo.ipynb
+++ b/demo/inference_demo.ipynb
@@ -16,7 +16,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "config_file = '../configs/faster_rcnn_r50_fpn_1x_coco.py'\n",
+    "config_file = '../configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py'\n",
     "# download the checkpoint from model zoo and put it in `checkpoints/`\n",
     "checkpoint_file = '../checkpoints/faster_rcnn_r50_fpn_1x_20181010-3d1b3351.pth'"
    ]
@@ -45,9 +45,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "metadata": {
-    "scrolled": false
-   },
+   "metadata": {},
    "outputs": [
     {
      "data": {
@@ -84,18 +82,18 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.3"
+   "version": "3.7.7"
   },
   "pycharm": {
    "stem_cell": {
     "cell_type": "raw",
-    "source": [],
     "metadata": {
      "collapsed": false
-    }
+    },
+    "source": []
    }
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/mmdet/apis/inference.py b/mmdet/apis/inference.py
index 9c4f6cc3f..9a42c5023 100644
--- a/mmdet/apis/inference.py
+++ b/mmdet/apis/inference.py
@@ -57,6 +57,7 @@ class LoadImage(object):
             results['ori_filename'] = None
         img = mmcv.imread(results['img'])
         results['img'] = img
+        results['img_fields'] = ['img']
         results['img_shape'] = img.shape
         results['ori_shape'] = img.shape
         return results