diff --git a/beetles/requirements.txt b/beetles/requirements.txt
index 0dc525f..0ca558f 100644
--- a/beetles/requirements.txt
+++ b/beetles/requirements.txt
@@ -1,5 +1,5 @@
 numpy==1.18.1
-tensorflow==1.12.0
+tensorflow==2.3.1
 opencv_python==4.1.2.30
 h5py==2.10.0
 clize==4.1.1