diff --git a/python-imageio.changes b/python-imageio.changes
index af6baec..c39bd1b 100644
--- a/python-imageio.changes
+++ b/python-imageio.changes
@@ -1,3 +1,12 @@
+-------------------------------------------------------------------
+Mon Mar  4 06:52:01 UTC 2019 - John Vandenberg <jayvdb@gmail.com>
+
+- Remove bcond preventing tests from running, use IMAGEIO_NO_INTERNET
+  to activate tests which can run without the internet, and skip
+  currently failing tests on Python 2 and 3
+- Remove unused test dependency nose
+- Recommend Pillow as it is a mandatory dependency of the test suite
+
 -------------------------------------------------------------------
 Tue Dec  4 12:49:14 UTC 2018 - Matej Cepl <mcepl@suse.com>
 
diff --git a/python-imageio.spec b/python-imageio.spec
index b6a9f3e..d3f2cf9 100644
--- a/python-imageio.spec
+++ b/python-imageio.spec
@@ -1,7 +1,7 @@
 #
 # spec file for package python-imageio
 #
-# Copyright (c) 2018 SUSE LINUX GmbH, Nuernberg, Germany.
+# Copyright (c) 2019 SUSE LINUX GmbH, Nuernberg, Germany.
 #
 # All modifications and additions to the file contributed by third parties
 # remain the property of their copyright owners, unless otherwise agreed
@@ -17,8 +17,6 @@
 
 
 %{?!python_module:%define python_module() python-%{**} python3-%{**}}
-# Tests don't work without internet
-%bcond_with tests
 Name:           python-imageio
 Version:        2.3.0
 Release:        0
@@ -28,20 +26,20 @@ Group:          Development/Languages/Python
 URL:            http://imageio.github.io/
 Source0:        https://files.pythonhosted.org/packages/source/i/imageio/imageio-%{version}.tar.gz
 Source1:        python-imageio-rpmlintrc
-BuildRequires:  %{python_module numpy}
 BuildRequires:  %{python_module setuptools}
 BuildRequires:  fdupes
-BuildRequires:  ffmpeg
-BuildRequires:  freeimage-devel
 BuildRequires:  python-rpm-macros
 Requires:       ffmpeg
 Requires:       python-numpy
+Recommends:     python-Pillow
 Recommends:     libfreeimageplus3
 BuildArch:      noarch
-%if %{with tests}
-BuildRequires:  %{python_module nose}
+# There are many other optional dependencies, but they are skipped anyway
+BuildRequires:  %{python_module Pillow}
+BuildRequires:  %{python_module numpy}
+BuildRequires:  %{python_module psutil}
 BuildRequires:  %{python_module pytest}
-%endif
+BuildRequires:  python-enum34
 %python_subpackages
 
 %description
@@ -67,14 +65,16 @@ export IMAGEIO_NO_INTERNET=1
 %python_install
 %python_expand %fdupes %{buildroot}%{$python_sitelib}
 
-%if %{with tests}
 %check
 pushd tests
-%{python_expand export PYTHONPATH=%{buildroot}%{$python_sitelib}
-py.test-%{$python_bin_suffix}
-}
-popd
+export IMAGEIO_NO_INTERNET=1
+PYTHONPATH=%{buildroot}%{python2_sitelib} python2 -m pytest -k 'not test_fei_file_fail'
+%if %{python3_version_nodots} == 37
+PYTHONPATH=%{buildroot}%{python3_sitelib} python3 -m pytest -k 'not test_series_unclosed and not test_import_dependencies'
+%else
+PYTHONPATH=%{buildroot}%{python3_sitelib} python3 -m pytest -k 'not test_import_dependencies'
 %endif
+popd
 
 %files %{python_files}
 %license LICENSE