diff --git a/.gitignore b/.gitignore
index bfdf920..3fabd9f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -36,3 +36,4 @@
 /Pillow-4.2.1.tar.gz
 /Pillow-4.3.0.tar.gz
 /Pillow-5.0.0.tar.gz
+/Pillow-5.1.0.tar.gz
diff --git a/python-pillow.spec b/python-pillow.spec
index 8f19275..13f86d8 100644
--- a/python-pillow.spec
+++ b/python-pillow.spec
@@ -13,8 +13,8 @@
 %endif
 
 Name:           python-%{srcname}
-Version:        5.0.0
-Release:        3%{?dist}
+Version:        5.1.0
+Release:        1%{?dist}
 Summary:        Python image processing library
 
 # License: see http://www.pythonware.com/products/pil/license.htm
@@ -22,9 +22,6 @@ License:        MIT
 URL:            http://python-pillow.github.io/
 Source0:        https://github.com/python-pillow/Pillow/archive/%{version}/Pillow-%{version}.tar.gz
 
-# Add libdirs for ppc64le and armv7hl
-Patch0:         python-pillow_libdirs.patch
-
 BuildRequires:  freetype-devel
 BuildRequires:  gcc
 BuildRequires:  ghostscript
@@ -328,6 +325,9 @@ popd
 
 
 %changelog
+* Thu Apr 05 2018 Sandro Mani <manisandro@gmail.com> - 5.1.0-1
+- Update to 5.1.0
+
 * Wed Mar 07 2018 Sandro Mani <manisandro@gmail.com> - 5.0.0-3
 - Add missing BR: gcc
 
diff --git a/python-pillow_libdirs.patch b/python-pillow_libdirs.patch
deleted file mode 100644
index 85dce41..0000000
--- a/python-pillow_libdirs.patch
+++ /dev/null
@@ -1,14 +0,0 @@
-diff -rupN Pillow-5.0.0/setup.py Pillow-5.0.0-new/setup.py
---- Pillow-5.0.0/setup.py	2018-01-01 16:03:06.000000000 +0100
-+++ Pillow-5.0.0-new/setup.py	2018-01-03 11:27:55.608667037 +0100
-@@ -358,8 +358,10 @@ class pil_build_ext(build_ext):
-                     'aarch64': ["/usr/lib64", "/usr/lib/aarch64-linux-gnu"],
-                     'arm':     ["/usr/lib/arm-linux-gnueabi"],
-                     'armv71':  ["/usr/lib/arm-linux-gnueabi"],
-+                    'armv7l':  ["/usr/lib"],
-                     'ppc64':   ["/usr/lib64", "/usr/lib/ppc64-linux-gnu",
-                                 "/usr/lib/powerpc64-linux-gnu"],
-+                    'ppc64le':   ["/usr/lib64"],
-                     'ppc':     ["/usr/lib/ppc-linux-gnu",
-                                 "/usr/lib/powerpc-linux-gnu"],
-                     's390x':   ["/usr/lib64", "/usr/lib/s390x-linux-gnu"],
diff --git a/sources b/sources
index 6d67565..80cb67e 100644
--- a/sources
+++ b/sources
@@ -1 +1 @@
-SHA512 (Pillow-5.0.0.tar.gz) = e615d1ad68c79c6045e4910b1c7cfdca6f3cf3512dbe185bad87e0a57649b82c979670db2ce27767b6d2f1b5aa95df44ec1ee91bea0df98ffab7d4852f7b314b
+SHA512 (Pillow-5.1.0.tar.gz) = 0e69a9a9bc9fb2acfa5fbe67ed4de29114c288bb971ab155f04c05790d34a56c205002afd284f3ebe75d81fec4b5f09d2b28b78237bbba84548ec0dde5c596ad