diff --git a/.travis.yml b/.travis.yml
index 739d050..2a43d03 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -11,7 +11,16 @@ python:
   - "3.4"
   - "3.5"
 
+before_install:
+  - if [[ $TRAVIS_PYTHON_VERSION == '3.2' ]]; then pip install 'coverage<4.0.0'; fi
+  - pip install coveralls
+
 install:
   - BUILD_LIB=1 pip install .
+  - pip install pytest-cov
+
+script:
+  py.test --cov ssdeep --cov-report=term-missing -v tests/
 
-script: py.test
+after_script:
+  coveralls --verbose
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29