diff --git a/README.md b/README.md
index 368ade0..95c15b7 100644
--- a/README.md
+++ b/README.md
@@ -27,7 +27,7 @@ import towhee
 (
     towhee.glob('./archery.mp4') 
           .video_decode.ffmpeg()
-          .video_classification.tsm(
+          .action_classification.tsm(
             model_name='tsm_k400_r50_seg8', topk=5)
           .show()
 )