diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..4910257
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,80 @@
+name: ci
+
+on:
+  push:
+  pull_request:
+
+defaults:
+  run:
+    shell: bash
+
+jobs:
+  CI:
+    if: "!contains(github.event.head_commit.message, '[skip ci]')"
+    env:
+      GKS_ENCODING: "utf8"
+      GKSwstype: "100"
+
+    name: Julia ${{ matrix.version }} - ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    continue-on-error: ${{ matrix.version == 'nightly' }}
+    strategy:
+      fail-fast: false
+      matrix:
+        version:
+          - '1.3'
+          - '1'
+          - 'nightly'
+        os:
+          - ubuntu-latest
+          - windows-latest
+          - macos-latest
+        arch:
+          - x64
+          # - x86
+
+    steps:
+
+      # Setup environment
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@latest
+        with:
+          version: ${{ matrix.version }}
+      - name: Cache artifacts
+        uses: actions/cache@v1
+        env:
+          cache-name: cache-artifacts
+        with:
+          path: ~/.julia/artifacts
+          key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-test-${{ env.cache-name }}-
+            ${{ runner.os }}-test-
+            ${{ runner.os }}-
+
+      # TESTCMD
+      - name: Default TESTCMD
+        run: echo ::set-env name=TESTCMD::"julia"
+      - name: Ubuntu TESTCMD
+        if: startsWith(matrix.os,'ubuntu')
+        run: echo ::set-env name=TESTCMD::"xvfb-run julia"
+
+      # Julia Dependencies
+      - name: Install Julia dependencies
+        uses: julia-actions/julia-buildpkg@latest
+
+      # Run tests
+      - name: Run Graphical test
+        run:  $TESTCMD --project -e 'using Pkg; Pkg.test(coverage=true);'
+
+      # - name: Codecov
+      #   uses: julia-actions/julia-uploadcodecov@latest
+      #   env:
+      #     CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+  Skip:
+    if: "contains(github.event.head_commit.message, '[skip ci]')"
+    runs-on: ubuntu-latest
+    steps:
+      - name: Skip CI 🚫
+        run: echo skip ci
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 325eb76..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,14 +0,0 @@
-language: julia
-os:
-  - linux
-  - osx
-julia:
-  - 1.0
-  - 1.3
-  - nightly
-notifications:
-  email: true
-matrix:
-  allow_failures:
-    - julia: nightly
-  fast_finish: true
diff --git a/Project.toml b/Project.toml
index 0d1184f..06b327c 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,7 +1,7 @@
 name = "VisualRegressionTests"
 uuid = "34922c18-7c2a-561c-bac1-01e79b2c4c92"
 author = "Thomas Breloff"
-version = "0.3.3"
+version = "1.0.0"
 
 [deps]
 ColorTypes = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
@@ -20,13 +20,14 @@ ImageFiltering = "0.4, 0.5, 0.6"
 ImageMagick = "0.7, 1"
 QuartzImageIO = "0.7"
 Requires = "1"
-julia = "1"
+julia = "1.3"
 
 [extras]
+Gtk = "4c0ca9eb-093a-5379-98c5-f87ac0bbbf44"
 Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
 Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 TestImages = "5e47fb64-e119-507b-a336-dd2b206d9990"
 
 [targets]
-test = ["Pkg", "Test", "Plots", "TestImages"]
+test = ["Gtk", "Pkg", "Test", "Plots", "TestImages"]
diff --git a/appveyor.yml b/appveyor.yml
deleted file mode 100644
index 7930381..0000000
--- a/appveyor.yml
+++ /dev/null
@@ -1,43 +0,0 @@
-environment:
-  matrix:
-  - julia_version: 1.0
-  - julia_version: 1.3
-  - julia_version: nightly
-
-platform:
-  - x86 # 32-bit
-  - x64 # 64-bit
-
-# # Uncomment the following lines to allow failures on nightly julia
-# # (tests will run but not make your overall status red)
-matrix:
-  allow_failures:
-  - julia_version: nightly
-
-branches:
-  only:
-    - master
-    - /release-.*/
-
-notifications:
-  - provider: Email
-    on_build_success: false
-    on_build_failure: false
-    on_build_status_changed: false
-
-install:
-  - ps: iex ((new-object net.webclient).DownloadString("https://raw.githubusercontent.com/JuliaCI/Appveyor.jl/version-1/bin/install.ps1"))
-
-build_script:
-  - echo "%JL_BUILD_SCRIPT%"
-  - C:\julia\bin\julia -e "%JL_BUILD_SCRIPT%"
-
-test_script:
-  - echo "%JL_TEST_SCRIPT%"
-  - C:\julia\bin\julia -e "%JL_TEST_SCRIPT%"
-
-# # Uncomment to support code coverage upload. Should only be enabled for packages
-# # which would have coverage gaps without running on Windows
-# on_success:
-#   - echo "%JL_CODECOV_SCRIPT%"
-#   - C:\julia\bin\julia -e "%JL_CODECOV_SCRIPT%"
diff --git a/test/runtests.jl b/test/runtests.jl
index 380de51..ff7f751 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -1,12 +1,7 @@
-using VisualRegressionTests
-using Pkg, Test, Plots
+using Gtk, Plots, Test, VisualRegressionTests
 
 # popup on local machine only
-istravis = "TRAVIS" ∈ keys(ENV)
-if !istravis
-  Pkg.add("Gtk")
-  using Gtk
-end
+istravis = get(ENV, "CI", "false") == "true"
 
 # load an image for testing
 import FileIO, TestImages