diff --git a/README.rst b/README.rst
index ef64366..e589b2c 100644
--- a/README.rst
+++ b/README.rst
@@ -179,7 +179,7 @@ dockcross/linux-x86
   :target: https://microbadger.com/images/dockcross/manylinux-x64
 
 dockcross/manylinux-x64
-  |manylinux-x64-images| Docker `manylinux <https://github.com/pypa/manylinux>`_ image for building Linux x86_64 / amd64 `Python wheel packages <http://pythonwheels.com/>`_. It includes Python 2.7, 3.4, 3.5, 3.6 and 3.7.
+  |manylinux-x64-images| Docker `manylinux <https://github.com/pypa/manylinux>`_ image for building Linux x86_64 / amd64 `Python wheel packages <http://pythonwheels.com/>`_. It includes Python 2.7, 3.4, 3.5, 3.6, 3.7 and 3.8.
   Also has support for the dockcross script, and it has installations of CMake, Ninja, and `scikit-build <http://scikit-build.org>`_
 
 
@@ -187,7 +187,7 @@ dockcross/manylinux-x64
   :target: https://microbadger.com/images/dockcross/manylinux-x86
 
 dockcross/manylinux-x86
-  |manylinux-x86-images| Docker `manylinux <https://github.com/pypa/manylinux>`_ image for building Linux i686 `Python wheel packages <http://pythonwheels.com/>`_. It includes Python 2.7, 3.4, 3.5, 3.6 and 3.7.
+  |manylinux-x86-images| Docker `manylinux <https://github.com/pypa/manylinux>`_ image for building Linux i686 `Python wheel packages <http://pythonwheels.com/>`_. It includes Python 2.7, 3.4, 3.5, 3.6, 3.7 and 3.8.
   Also has support for the dockcross script, and it has installations of CMake, Ninja, and `scikit-build <http://scikit-build.org>`_
 
 
diff --git a/manylinux-x64/Dockerfile.in b/manylinux-x64/Dockerfile.in
index 7515fef..068c50f 100644
--- a/manylinux-x64/Dockerfile.in
+++ b/manylinux-x64/Dockerfile.in
@@ -1,4 +1,4 @@
-FROM quay.io/pypa/manylinux1_x86_64:latest
+FROM scikitbuild/manylinux1_x86_64:91cb02fb8
 MAINTAINER Matt McCormick "matt.mccormick@kitware.com"
 
 ENV DEFAULT_DOCKCROSS_IMAGE dockcross/manylinux-x64
diff --git a/manylinux-x86/Dockerfile.in b/manylinux-x86/Dockerfile.in
index a265641..cb28639 100644
--- a/manylinux-x86/Dockerfile.in
+++ b/manylinux-x86/Dockerfile.in
@@ -1,4 +1,4 @@
-FROM quay.io/pypa/manylinux1_i686:latest
+FROM scikitbuild/manylinux1_i686:91cb02fb8
 MAINTAINER Matt McCormick "matt.mccormick@kitware.com"
 
 ENV DEFAULT_DOCKCROSS_IMAGE dockcross/manylinux-x86