diff --git a/requirements.txt b/requirements.txt
index 17de3dc..52bffb3 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,4 +3,4 @@ tensorflow-gpu == 1.14.0
 calamari-ocr == 0.3.5
 setuptools >= 41.0.0  # tensorboard depends on this, but why do we get an error at runtime?
 click
-ocrd >= 1.0.0b11
+ocrd >= 2.2.1