diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 000000000..a5961dd92
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,24 @@
+name: CI
+on: push
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [2.7, 3.4, 3.5, 3.6, 3.7]
+    steps:
+    - name: Checkout
+      uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        pip install setuptools wheel
+        pip install .
+        pip install tox-gh-actions
+    - name: Check package setup
+      run: python setup.py check
+    - name: Test
+      run: tox
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 6bb102ab7..000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,26 +0,0 @@
-dist: trusty
-sudo: required
-language: python
-python:
-  - "2.7"
-  - "3.4"
-  - "3.5"
-  - "3.6"
-
-before_install:
-- sudo apt-get -qq update
-- sudo apt-get install -qq cmake python-numpy python-scipy libboost-python-dev
-- pip install git+https://github.com/ageitgey/face_recognition_models
-
-install:
-  - pip install -r requirements.txt
-  - pip install tox-travis
-
-script: tox
-
-# Temporary for Python 3.7
-matrix:
-  include:
-    - python: 3.7
-      dist: xenial
-      sudo: true
diff --git a/tox.ini b/tox.ini
index 03799ea76..96f789154 100644
--- a/tox.ini
+++ b/tox.ini
@@ -4,15 +4,17 @@ envlist =
     py34
     py35
     py36
+    py37
     flake8
 
 
-[travis]
+[gh-actions]
 python =
     2.7: py27, flake8
     3.4: py34, flake8
     3.5: py35, flake8
     3.6: py36, flake8
+    3.7: py37, flake8
 
 
 [testenv]