diff --git a/.travis.yml b/.travis.yml
index 14cafd8..c1aa3d3 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -5,6 +5,7 @@ python:
   - "3.6"
 install:
   - pip install tox tox-travis coveralls
+  - pip install setuptools -U
   - python setup.py install
 script:
   - tox
diff --git a/iiif_validator/tests/info_json.py b/iiif_validator/tests/info_json.py
index 25ee937..3879884 100644
--- a/iiif_validator/tests/info_json.py
+++ b/iiif_validator/tests/info_json.py
@@ -81,7 +81,7 @@ def run(self, result):
                             self.validationInfo.check('type-is-int: width', type(t['width']), int, result)
                     # extra version 3.0 checks        
                     if result.version[0] == "3":        
-                        self.validationInfo.check('correct-type', info['type'], "ImageService3", result, "Info.json missing required type of ImageService3.")
+                        self.validationInfo.check('correct-type', 'type' in info and info['type'], "ImageService3", result, "Info.json missing required type of ImageService3.")
                         self.validationInfo.check('license-renamed', 'license' in info, False, result,'license has been renamed rights in 3.0',warning=True)
                         if 'rights' in info:
                             self.validationInfo.check('type-is-uri: rights', info['rights'].startswith('http'), True, result,'Rights should be a single URI from Creative Commons, RightsStatements.org or URIs registered as extensions.')
diff --git a/requirements.txt b/requirements.txt
index 465f48f..8a22d70 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,6 @@
 lxml
 bottle
 python-magic
-pillow
+# Versions including 7 don't support python 2.x
+pillow<7
 mock
diff --git a/setup.py b/setup.py
index 7dc6d3d..32f945b 100644
--- a/setup.py
+++ b/setup.py
@@ -43,10 +43,13 @@
     long_description=open('README').read(),
     url='http://github.com/IIIF/image-api',
     install_requires=[
-        "Pillow>=3.2.0",
         "bottle>=0.12.1",
         "python-magic>=0.4.12",
         "lxml>=3.7.0"
     ],
+    extras_require={
+        ':python_version>="3.0"': ["Pillow>=3.2.0"],
+        ':python_version<"3.0"': ["Pillow==6.2.2"],
+    },
     test_suite="tests",
     tests_require=["mock"])