diff --git a/ppdet/data/transform/operators.py b/ppdet/data/transform/operators.py
index 87dc275465f6b2e171ece4c9c7797ddee7b5c08f..052e35101ea51c0fad36f64364afade9203a529f 100644
--- a/ppdet/data/transform/operators.py
+++ b/ppdet/data/transform/operators.py
@@ -3217,9 +3217,11 @@ class Mosaic(BaseOperator):
                 _gt_bbox[:, 2] = scale * gt_bbox[:, 2] + padw
                 _gt_bbox[:, 3] = scale * gt_bbox[:, 3] + padh
 
+            is_crowd = sp['is_crowd'] if 'is_crowd' in sp else np.zeros(
+                (len(_gt_bbox), 1), dtype=np.int32)
             mosaic_gt_bbox.append(_gt_bbox)
             mosaic_gt_class.append(sp['gt_class'])
-            mosaic_is_crowd.append(sp['is_crowd'])
+            mosaic_is_crowd.append(is_crowd)
 
         # 2. clip bbox and get mosaic_labels([gt_bbox, gt_class, is_crowd])
         if len(mosaic_gt_bbox):