diff --git a/deploy/python/infer.py b/deploy/python/infer.py
index 036423e33ea37a685ca723436ba0a832d25f9b10..ed7eb66f8c3106cca35fb202b4fac9f237ae9037 100644
--- a/deploy/python/infer.py
+++ b/deploy/python/infer.py
@@ -170,7 +170,7 @@ class Detector(object):
         results = []
         if reduce(lambda x, y: x * y, np_boxes.shape) < 6:
             print('[WARNNING] No object detected.')
-            results = {'boxes': np.array([[]]), 'boxes_num': [0]}
+            results = {'boxes': np.zeros([0, 6]), 'boxes_num': [0]}
         else:
             results = self.postprocess(
                 np_boxes, np_masks, inputs, np_boxes_num, threshold=threshold)