diff --git a/tools/infer/predict_system.py b/tools/infer/predict_system.py
index e96a1934..65478b69 100755
--- a/tools/infer/predict_system.py
+++ b/tools/infer/predict_system.py
@@ -117,12 +117,16 @@ def main(args):
     image_file_list = get_image_file_list(args.image_dir)
     text_sys = TextSystem(args)
     is_visualize = True
+    tackle_img_num = 0
     for image_file in image_file_list:
         img = cv2.imread(image_file)
         if img is None:
             logger.info("error in loading image:{}".format(image_file))
             continue
         starttime = time.time()
+        tackle_img_num += 1
+        if not args.use_gpu and tackle_img_num % 30 == 0:
+            text_sys = TextSystem(args)
         dt_boxes, rec_res = text_sys(img)
         elapse = time.time() - starttime
         print("Predict time of %s: %.3fs" % (image_file, elapse))