diff --git a/tools/build_versions.py b/tools/build_versions.py
index 5e33dbfa..f598866e 100755
--- a/tools/build_versions.py
+++ b/tools/build_versions.py
@@ -4,12 +4,9 @@ from __future__ import print_function
 
 import numpy as np
 import scipy as sp
-from PIL import Image
+import matplotlib as mpl
 import six
 
-for m in (np, sp, Image, six):
+for m in (np, sp, mpl, six):
     if not m is None:
-        if m is Image:
-            print('PIL'.rjust(10), ' ', Image.VERSION)
-        else:
-            print(m.__name__.rjust(10), ' ', m.__version__)
+        print(m.__name__.rjust(10), ' ', m.__version__)