diff --git a/paddlex/interpret/visualize.py b/paddlex/interpret/visualize.py
index f33904b6e40348256816d7ab3be5fd72c3b4f061..eaf0a782ff454139ef427d481e733fff93841039 100644
--- a/paddlex/interpret/visualize.py
+++ b/paddlex/interpret/visualize.py
@@ -23,6 +23,13 @@ from .core.interpretation import Interpretation
 from .core.normlime_base import precompute_normlime_weights
 
 
+def gen_user_home():
+    if "HOME" in os.environ:
+        home_path = os.environ["HOME"]
+        if os.path.exists(home_path) and os.path.isdir(home_path):
+            return home_path
+    return os.path.expanduser('~')
+
 def visualize(img_file, 
               model, 
               dataset=None,
@@ -109,7 +116,7 @@ def get_normlime_interpreter(img, model, dataset, num_samples=3000, batch_size=5
     labels_name = None
     if dataset is not None:
         labels_name = dataset.labels
-    root_path = os.environ['HOME']
+    root_path = gen_user_home()
     root_path = osp.join(root_path, '.paddlex')
     pre_models_path = osp.join(root_path, "pre_models")
     if not osp.exists(pre_models_path):