diff --git a/requirements-dev.txt b/requirements-dev.txt
index ea20b89b32..71dcaa3dca 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -5,7 +5,7 @@ gdown>=3.6.4
 scipy
 itk>=5.0, <=5.1.2
 nibabel
-pillow
+pillow!=8.3.0  # https://github.com/python-pillow/Pillow/issues/5571
 tensorboard
 scikit-image>=0.14.2
 tqdm>=4.47.0
diff --git a/setup.cfg b/setup.cfg
index 082119370f..e8763b3318 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -49,7 +49,7 @@ nibabel =
 skimage =
     scikit-image>=0.14.2
 pillow =
-    pillow
+    pillow!=8.3.0
 tensorboard =
     tensorboard
 gdown =