diff --git a/abi_used_libs b/abi_used_libs
--- a/abi_used_libs
+++ b/abi_used_libs
@@ -4,10 +4,12 @@
 libjpeg.so.8
 liblcms2.so.2
 libm.so.6
+libopenjp2.so.7
 libpthread.so.0
 libpython2.7.so.1.0
 libpython3.6m.so.1.0
 libtiff.so.5
 libwebp.so.7
+libwebpdemux.so.2
 libwebpmux.so.3
 libz.so.1
diff --git a/package.yml b/package.yml
--- a/package.yml
+++ b/package.yml
@@ -1,8 +1,8 @@
 name       : python-pillow
-version    : 4.3.0
-release    : 15
+version    : 5.1.0
+release    : 16
 source     :
-    - https://github.com/python-pillow/Pillow/archive/4.3.0.tar.gz : a7bd05a7a0d260c17e60fffa2d9f23ba977e01e98c65b7953163de90e0e102d3
+    - https://github.com/python-pillow/Pillow/archive/5.1.0.tar.gz : de34dfb23981fd94fa8b4b3b5fd3641082de9e618b2a8bbd66ce846d09eba9a0
 license    : MIT
 component  : programming.python
 summary    : The friendly PIL fork (Python Imaging Library)
@@ -11,12 +11,14 @@
 builddeps  :
     - pkgconfig(freetype2)
     - pkgconfig(lcms2)
+    - pkgconfig(libopenjp2)
     - pkgconfig(libtiff-4)
+    - pkgconfig(libturbojpeg)
     - pkgconfig(libwebp)
     - pkgconfig(python3)
-    - pkgconfig(tcl)
+    - pkgconfig(tk)
+    - python-pytest
     - python-setuptools
-    - libjpeg-turbo-devel
 rundeps    :
     - libjpeg-turbo
 build      : |
@@ -25,7 +27,19 @@
 install    : |
     %python_install
     %python3_install
-    for py in 2.7 3.5m; do
-        install -dm00644 $installdir/usr/include/python${py}/
-        install -Dm00644 libImaging/*.h $installdir/usr/include/python${py}/
+    for py in 2.7 3.6m; do
+        install -dm00755 $installdir/usr/include/python${py}/
+        install -m00644 src/libImaging/*.h $installdir/usr/include/python${py}/
     done
+check     : |
+    pushd $PKG_BUILD_DIR/py2build
+        export PYTHONPATH=$PWD/build/lib.linux-x86_64-2.7
+        python selftest.py
+        py.test
+    popd
+
+    pushd $PKG_BUILD_DIR/py3build
+        export PYTHONPATH=$PWD/build/lib.linux-x86_64-3.6
+        python3 selftest.py
+        py.test3
+    popd
diff --git a/pspec_x86_64.xml b/pspec_x86_64.xml
--- a/pspec_x86_64.xml
+++ b/pspec_x86_64.xml
@@ -2,8 +2,8 @@
     <Source>
         <Name>python-pillow</Name>
         <Packager>
-            <Name>Peter O&apos;Connor</Name>
-            <Email>peter@solus-project.com</Email>
+            <Name>Pierre-Yves</Name>
+            <Email>pyu@riseup.net</Email>
         </Packager>
         <License>MIT</License>
         <PartOf>programming.python</PartOf>
@@ -19,9 +19,10 @@
 </Description>
         <PartOf>programming.python</PartOf>
         <Files>
-            <Path fileType="executable">/usr/bin</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/BdfFontFile.py</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/BdfFontFile.pyc</Path>
+            <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/BlpImagePlugin.py</Path>
+            <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/BlpImagePlugin.pyc</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/BmpImagePlugin.py</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/BmpImagePlugin.pyc</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/BufrStubImagePlugin.py</Path>
@@ -152,6 +153,8 @@
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/PcxImagePlugin.pyc</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/PdfImagePlugin.py</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/PdfImagePlugin.pyc</Path>
+            <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/PdfParser.py</Path>
+            <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/PdfParser.pyc</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/PixarImagePlugin.py</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/PixarImagePlugin.pyc</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/PngImagePlugin.py</Path>
@@ -207,13 +210,13 @@
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/features.pyc</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/version.py</Path>
             <Path fileType="library">/usr/lib/python2.7/site-packages/PIL/version.pyc</Path>
-            <Path fileType="library">/usr/lib/python2.7/site-packages/Pillow-4.3.0-py2.7.egg-info/PKG-INFO</Path>
-            <Path fileType="library">/usr/lib/python2.7/site-packages/Pillow-4.3.0-py2.7.egg-info/SOURCES.txt</Path>
-            <Path fileType="library">/usr/lib/python2.7/site-packages/Pillow-4.3.0-py2.7.egg-info/dependency_links.txt</Path>
-            <Path fileType="library">/usr/lib/python2.7/site-packages/Pillow-4.3.0-py2.7.egg-info/requires.txt</Path>
-            <Path fileType="library">/usr/lib/python2.7/site-packages/Pillow-4.3.0-py2.7.egg-info/top_level.txt</Path>
-            <Path fileType="library">/usr/lib/python2.7/site-packages/Pillow-4.3.0-py2.7.egg-info/zip-safe</Path>
+            <Path fileType="library">/usr/lib/python2.7/site-packages/Pillow-5.1.0-py2.7.egg-info/PKG-INFO</Path>
+            <Path fileType="library">/usr/lib/python2.7/site-packages/Pillow-5.1.0-py2.7.egg-info/SOURCES.txt</Path>
+            <Path fileType="library">/usr/lib/python2.7/site-packages/Pillow-5.1.0-py2.7.egg-info/dependency_links.txt</Path>
+            <Path fileType="library">/usr/lib/python2.7/site-packages/Pillow-5.1.0-py2.7.egg-info/top_level.txt</Path>
+            <Path fileType="library">/usr/lib/python2.7/site-packages/Pillow-5.1.0-py2.7.egg-info/zip-safe</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/BdfFontFile.py</Path>
+            <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/BlpImagePlugin.py</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/BmpImagePlugin.py</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/BufrStubImagePlugin.py</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/ContainerIO.py</Path>
@@ -279,6 +282,7 @@
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/PcfFontFile.py</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/PcxImagePlugin.py</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/PdfImagePlugin.py</Path>
+            <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/PdfParser.py</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/PixarImagePlugin.py</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/PngImagePlugin.py</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/PpmImagePlugin.py</Path>
@@ -299,6 +303,7 @@
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/XpmImagePlugin.py</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__init__.py</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/BdfFontFile.cpython-36.pyc</Path>
+            <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/BlpImagePlugin.cpython-36.pyc</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/BmpImagePlugin.cpython-36.pyc</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/BufrStubImagePlugin.cpython-36.pyc</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/ContainerIO.cpython-36.pyc</Path>
@@ -364,6 +369,7 @@
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/PcfFontFile.cpython-36.pyc</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/PcxImagePlugin.cpython-36.pyc</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/PdfImagePlugin.cpython-36.pyc</Path>
+            <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/PdfParser.cpython-36.pyc</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/PixarImagePlugin.cpython-36.pyc</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/PngImagePlugin.cpython-36.pyc</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/__pycache__/PpmImagePlugin.cpython-36.pyc</Path>
@@ -400,12 +406,11 @@
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/_webp.cpython-36m-x86_64-linux-gnu.so</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/features.py</Path>
             <Path fileType="library">/usr/lib/python3.6/site-packages/PIL/version.py</Path>
-            <Path fileType="library">/usr/lib/python3.6/site-packages/Pillow-4.3.0-py3.6.egg-info/PKG-INFO</Path>
-            <Path fileType="library">/usr/lib/python3.6/site-packages/Pillow-4.3.0-py3.6.egg-info/SOURCES.txt</Path>
-            <Path fileType="library">/usr/lib/python3.6/site-packages/Pillow-4.3.0-py3.6.egg-info/dependency_links.txt</Path>
-            <Path fileType="library">/usr/lib/python3.6/site-packages/Pillow-4.3.0-py3.6.egg-info/requires.txt</Path>
-            <Path fileType="library">/usr/lib/python3.6/site-packages/Pillow-4.3.0-py3.6.egg-info/top_level.txt</Path>
-            <Path fileType="library">/usr/lib/python3.6/site-packages/Pillow-4.3.0-py3.6.egg-info/zip-safe</Path>
+            <Path fileType="library">/usr/lib/python3.6/site-packages/Pillow-5.1.0-py3.6.egg-info/PKG-INFO</Path>
+            <Path fileType="library">/usr/lib/python3.6/site-packages/Pillow-5.1.0-py3.6.egg-info/SOURCES.txt</Path>
+            <Path fileType="library">/usr/lib/python3.6/site-packages/Pillow-5.1.0-py3.6.egg-info/dependency_links.txt</Path>
+            <Path fileType="library">/usr/lib/python3.6/site-packages/Pillow-5.1.0-py3.6.egg-info/top_level.txt</Path>
+            <Path fileType="library">/usr/lib/python3.6/site-packages/Pillow-5.1.0-py3.6.egg-info/zip-safe</Path>
         </Files>
     </Package>
     <Package>
@@ -415,19 +420,19 @@
 </Description>
         <PartOf>programming.devel</PartOf>
         <RuntimeDependencies>
-            <Dependency release="15">python-pillow</Dependency>
+            <Dependency release="16">python-pillow</Dependency>
         </RuntimeDependencies>
         <Files>
             <Path fileType="header">/usr/include/</Path>
         </Files>
     </Package>
     <History>
-        <Update release="15">
-            <Date>2018-02-07</Date>
-            <Version>4.3.0</Version>
+        <Update release="16">
+            <Date>2018-04-15</Date>
+            <Version>5.1.0</Version>
             <Comment>Packaging update</Comment>
-            <Name>Peter O&apos;Connor</Name>
-            <Email>peter@solus-project.com</Email>
+            <Name>Pierre-Yves</Name>
+            <Email>pyu@riseup.net</Email>
         </Update>
     </History>
 </PISI>
\ No newline at end of file