diff --git a/test/test_recognize.py b/test/test_recognize.py
index 19932f4..f97ef91 100644
--- a/test/test_recognize.py
+++ b/test/test_recognize.py
@@ -4,6 +4,7 @@ import subprocess
 import urllib.request
 
 import pytest
+import logging
 from ocrd.resolver import Resolver
 
 from ocrd_calamari import CalamariRecognize
@@ -61,3 +62,16 @@ def test_recognize(workspace):
     assert os.path.exists(page1)
     with open(page1, 'r', encoding='utf-8') as f:
         assert 'verſchuldeten' in f.read()
+
+
+def test_recognize_should_warn_if_given_rgb_image_and_single_channel_model(workspace, caplog):
+    caplog.set_level(logging.WARNING)
+    CalamariRecognize(
+        workspace,
+        input_file_grp="OCR-D-GT-SEG-LINE",
+        output_file_grp="OCR-D-OCR-CALAMARI-BROKEN",
+        parameter={'checkpoint': CHECKPOINT}
+    ).process()
+
+    interesting_log_messages = [t[2] for t in caplog.record_tuples if "Using raw image" in t[2]]
+    assert len(interesting_log_messages) > 10  # For every line!