diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
new file mode 100644
index 0000000..3ca1c7e
--- /dev/null
+++ b/.github/workflows/ci.yaml
@@ -0,0 +1,42 @@
+name: ci
+
+on:
+  push:
+jobs:
+  buildx:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Set up Docker Buildx
+        id: buildx
+        uses: crazy-max/ghaction-docker-buildx@v3
+        with:
+          buildx-version: latest
+          qemu-version: latest
+
+      - name: Available platforms
+        run: echo ${{ steps.buildx.outputs.platforms }}
+
+      - name: Run Buildx
+        run: |
+          docker buildx build \
+            --platform linux/arm/v7 \
+            --load \
+            -t "screenly-ose-webview-builder" \
+            --file Dockerfile .
+
+      - name: Make artifacts folder
+        run: mkdir -p artifacts
+
+      - name: Run webviewer build
+        run: |
+          docker run \
+            -v $(pwd)/artifacts:/build \
+            screenly-ose-webview-builder build.sh
+
+      - uses: actions/upload-artifact@v2
+        with:
+          name: build-artifacts
+          path: artifacts
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index eeab62d..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,22 +0,0 @@
-language: cpp
-sudo: required
-services:
-  - docker
-
-script:
-  - "/bin/true"
-
-before_deploy:
-  - docker run --rm --privileged multiarch/qemu-user-static:register --reset
-  - docker build . -t screenly/screenly-webview-build
-  - docker run --rm -t  --name screenly-webview-build -e VERSION=$TRAVIS_TAG -v $TRAVIS_BUILD_DIR:/Screenly-webview  screenly/screenly-webview-build
-
-deploy:
-  provider: releases
-  api_key:
-    secure: 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
-  file: screenly-webview-${TRAVIS_TAG}.tar.gz
-  skip_cleanup: true
-  on:
-    repo: Screenly/screenly-ose-webview
-    tags: true
diff --git a/Dockerfile b/Dockerfile
index 17d1930..a01978c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,15 +1,31 @@
-FROM resin/rpi-raspbian:stretch
-MAINTAINER Anton Molodykh <amolodykh@screenly.io>
+FROM balenalib/rpi-raspbian:buster
+
+RUN echo "deb-src http://archive.raspberrypi.org/debian buster main ui" >> /etc/apt/sources.list.d/raspi.list
+RUN echo "deb-src http://archive.raspbian.org/raspbian buster main contrib non-free rpi firmware" >> /etc/apt/sources.list
 
 RUN apt-get update && \
-    apt-get -y install \
+    apt-get -y install --no-install-recommends \
         build-essential \
+        freetds-dev \
         g++ \
+        git \
+        libinput-dev \
+        libqt5gui5 \
         libqt5webkit5-dev \
+        libqt5x11extras5-dev \
+        libraspberrypi0 \
+        libraspberrypi-dev \
+        libts-dev \
+        libudev-dev \
+        libxcb-xinerama0 \
+        libxcb-xinerama0-dev \
         make && \
+    apt-get build-dep libqt5gui5 && \
     apt-get clean
 
-WORKDIR /Screenly-webview
-
-CMD ["bash", "build.sh"]
+WORKDIR /build
 
+RUN mkdir /src
+COPY build_qtbase.sh /usr/local/bin/
+COPY build.sh /usr/local/bin/
+COPY . /src
diff --git a/README.md b/README.md
index cad4c2d..8e3677e 100644
--- a/README.md
+++ b/README.md
@@ -1,43 +1,36 @@
-# ScreenlyOSE-WebView
-
-[![Build Status](https://travis-ci.org/Screenly/screenly-ose-webview.svg?branch=master)](https://travis-ci.org/Screenly/screenly-ose-webview)
+# Screenly OSE WebView
 
 ## Building
 
-Before building, you need to install the following packages:
-
-```
-libqt5webkit5-dev
-gstreamer1.0-plugins-good
-libdbus-glib-1-dev
-```
-
-Building:
+The build process depends on cross compiling on Docker. You may need to enable the `buildx` functionality.
 
+Build the docker container:
 ```
-qmake
-make
-make install
+$ docker buildx build \
+    --platform linux/arm/v6,linux/arm/v7 \
+    --load \
+    -t screenly/screenly-webview-build \
+    -f Dockerfile .
 ```
 
-You can change the folder to build:
-
+Build the actual web view
 ```
-export PREFIX=/home/pi/webview_build/
+$ docker run --rm \
+    -v $(pwd):/build \
+    screenly/screenly-webview-build
+    build.sh
 ```
 
-Besides, you need to copy `res` folder to `/usr/local/bin/ScreenlyWebview/res`
-
-
-To prepare for a release, use the docker container:
-
+Build out the QT Base
 ```
 $ docker run --rm \
-    -e VERSION=*version* \
-    -v $(pwd):/Screenly-webview \
+    -v $(pwd):/build \
     screenly/screenly-webview-build
+    build_qtbase.sh
 ```
 
+Note that this is done automatically on GitHub Actions, so there is usually no need to build this locally.
+
 ## Usage
 
 DBus is used for communication.
diff --git a/build.sh b/build.sh
index bacaf4f..fb244c5 100755
--- a/build.sh
+++ b/build.sh
@@ -1,6 +1,12 @@
 #!/bin/bash
 
+# vim: tabstop=4 shiftwidth=4 softtabstop=4
+# -*- sh-basic-offset: 4 -*-
+set -euo pipefail
+
+cd /src
 /usr/lib/arm-linux-gnueabihf/qt5/bin/qmake
-make
+make -j "$(nproc --all)"
 make install
-tar -zcvf "screenly-webview-${VERSION}.tar.gz" res ScreenlyWebview
+
+tar -zcvf "/build/screenly-webview.tar.gz" res ScreenlyWebview
diff --git a/build_qtbase.sh b/build_qtbase.sh
index 32d077f..f6fdd3a 100755
--- a/build_qtbase.sh
+++ b/build_qtbase.sh
@@ -1,69 +1,114 @@
-#!/bin/bash -x
-
-sudo sed -i -e 's/#deb-src/deb-src/' /etc/apt/sources.list
-sudo apt-get update
-sudo apt-get -y build-dep libqt5gui5
-sudo apt-get -y build-dep qt4-x11
-sudo apt-get -y install libudev-dev libinput-dev libts-dev libxcb-xinerama0-dev libxcb-xinerama0
-
-QT_FOLDER_1=/home/pi/src/qt5/pi_1 # For pi 1 and pi zero
-QT_FOLDER_2=/home/pi/src/qt5/pi_2 # For pi 2
-QT_FOLDER_3=/home/pi/src/qt5/pi_3 # For pi 3
-
-set -x
-
-if [ ! -d "$QT_FOLDER_1" ]; then
-  mkdir $QT_FOLDER_1
-  cd $QT_FOLDER_1
-  git clone git://code.qt.io/qt/qtbase.git -b 5.9
-  cd qtbase
-  ./configure -release -opengl es2 -device linux-rasp-pi-g++ -device-option CROSS_COMPILE=/usr/bin/ -opensource -confirm-license -release -make libs -prefix /usr/local/qt5pi -extprefix $QT_FOLDER_1/qt5pi -no-use-gold-linker
-else
-  cd $QT_FOLDER_1/qtbase
-fi
+#!/bin/bash
+
+# vim: tabstop=4 shiftwidth=4 softtabstop=4
+# -*- sh-basic-offset: 4 -*-
+
+set -euo pipefail
+
+QT_PI_1=/src/qt5/pi_1 # For Pi 1 and Pi Zero
+QT_PI_2=/src/qt5/pi_2 # For Pi 2
+QT_PI_3=/src/qt5/pi_3 # For Pi 3
+BUILD_TARGET=/build
+QT_BRANCH="5.12"
+
+mkdir -p "$BUILD_TARGET"
+
+echo "Building QT Base version $QT_BRANCH."
+
+if [ ! -f "$BUILD_TARGET/qtbase-pi1.tar.gz" ]; then
+    echo "Building QT Base for Pi 1"
+    mkdir -p "$QT_PI_1"
+    cd "$QT_PI_1"
+    git clone git://code.qt.io/qt/qtbase.git -b "$QT_BRANCH"
+    cd qtbase
+
+    # Patch QT as per https://mechatronicsblog.com/cross-compile-and-deploy-qt-5-12-for-raspberry-pi/
+    sed -i 's/-lEGL/-lbrcmEGL/' mkspecs/devices/linux-rasp-pi-g++/qmake.conf
+    sed -i 's/-lGLESv2/-lbrcmGLESv2/' mkspecs/devices/linux-rasp-pi-g++/qmake.conf
+
+    ./configure \
+        -release \
+        -opengl es2 \
+        -device linux-rasp-pi-g++ \
+        -device-option CROSS_COMPILE=/usr/bin/ \
+        -opensource \
+        -confirm-license \
+        -make libs \
+        -prefix /usr/local/qt5pi \
+        -extprefix $QT_PI_1/qt5pi \
+        -no-use-gold-linker
 
-make -j 4
-make install
-cp -r /usr/share/fonts/truetype/dejavu/ $QT_FOLDER_1/qt5pi/lib/fonts
-cd $QT_FOLDER_1
-tar -zcvf /home/pi/qtbase-pi1.tar.gz qt5pi
-cd /home/pi
-echo $(md5sum qtbase-pi1.tar.gz) > qtbase-pi1.tar.gz.md5
-
-
-if [ ! -d "$QT_FOLDER_2" ]; then
-  mkdir $QT_FOLDER_2
-  cd $QT_FOLDER_2
-  git clone git://code.qt.io/qt/qtbase.git -b 5.9
-  cd qtbase
-  ./configure -release -opengl es2 -device linux-rasp-pi2-g++ -device-option CROSS_COMPILE=/usr/bin/ -opensource -confirm-license -release -make libs -prefix /usr/local/qt5pi -extprefix $QT_FOLDER_2/qt5pi -no-use-gold-linker
-else
-  cd $QT_FOLDER_2/qtbase
+    make -j "$(nproc --all)"
+    make install
+    cp -r /usr/share/fonts/truetype/dejavu/ "$QT_PI_1/qt5pi/lib/fonts"
+    cd "$QT_PI_1"
+    tar -zcvf $BUILD_TARGET/qtbase-pi1.tar.gz qt5pi
+    cd "$BUILD_TARGET"
+    sha256sum qtbase-pi1.tar.gz > qtbase-pi1.tar.gz.sha256
 fi
 
-make -j 4
-make install
-cp -r /usr/share/fonts/truetype/dejavu/ $QT_FOLDER_2/qt5pi/lib/fonts
-cd $QT_FOLDER_2
-tar -zcvf /home/pi/qtbase-pi2.tar.gz qt5pi
-cd /home/pi
-echo $(md5sum qtbase-pi2.tar.gz) > qtbase-pi2.tar.gz.md5
-
-
-if [ ! -d "$QT_FOLDER_3" ]; then
-  mkdir $QT_FOLDER_3
-  cd $QT_FOLDER_3
-  git clone git://code.qt.io/qt/qtbase.git -b 5.9
-  cd qtbase
-  ./configure -release -opengl es2 -device linux-rasp-pi3-g++ -device-option CROSS_COMPILE=/usr/bin/ -opensource -confirm-license -release -make libs -prefix /usr/local/qt5pi -extprefix $QT_FOLDER_3/qt5pi -no-use-gold-linker
-else
-  cd $QT_FOLDER_3/qtbase
+
+if [ ! -f "$BUILD_TARGET/qtbase-pi2.tar.gz" ]; then
+    echo "Building QT Base for Pi 2"
+    mkdir -p "$QT_PI_2"
+    cd "$QT_PI_2"
+    git clone git://code.qt.io/qt/qtbase.git -b "$QT_BRANCH"
+    cd qtbase
+
+    # Patch QT as per https://mechatronicsblog.com/cross-compile-and-deploy-qt-5-12-for-raspberry-pi/
+    sed -i 's/-lEGL/-lbrcmEGL/' mkspecs/devices/linux-rasp-pi2-g++/qmake.conf
+    sed -i 's/-lGLESv2/-lbrcmGLESv2/' mkspecs/devices/linux-rasp-pi2-g++/qmake.conf
+
+    ./configure \
+        -release \
+        -opengl es2 \
+        -device linux-rasp-pi2-g++ \
+        -device-option CROSS_COMPILE=/usr/bin/ \
+        -opensource \
+        -confirm-license \
+        -make libs \
+        -prefix /usr/local/qt5pi \
+        -extprefix "$QT_PI_2/qt5pi" \
+        -no-use-gold-linker
+
+    make -j "$(nproc --all)"
+    make install
+    cp -r /usr/share/fonts/truetype/dejavu/ "$QT_PI_2/qt5pi/lib/fonts"
+    cd "$QT_PI_2"
+    tar -zcvf "$BUILD_TARGET/qtbase-pi2.tar.gz" qt5pi
+    cd "$BUILD_TARGET"
+    sha256sum qtbase-pi2.tar.gz > qtbase-pi2.tar.gz.sha256
 fi
 
-make -j 4
-make install
-cp -r /usr/share/fonts/truetype/dejavu/ $QT_FOLDER_3/qt5pi/lib/fonts
-cd $QT_FOLDER_3
-tar -zcvf /home/pi/qtbase-pi3.tar.gz qt5pi
-cd /home/pi
-echo $(md5sum qtbase-pi3.tar.gz) > qtbase-pi3.tar.gz.md5
+if [ ! -f "$BUILD_TARGET/qtbase-pi3.tar.gz" ]; then
+    echo "Building QT Base for Pi 3"
+    mkdir -p $QT_PI_3
+    cd "$QT_PI_3"
+    git clone git://code.qt.io/qt/qtbase.git -b "$QT_BRANCH"
+    cd qtbase
+
+    # Patch QT as per https://mechatronicsblog.com/cross-compile-and-deploy-qt-5-12-for-raspberry-pi/
+    sed -i 's/-lEGL/-lbrcmEGL/' mkspecs/devices/linux-rasp-pi3-g++/qmake.conf
+    sed -i 's/-lGLESv2/-lbrcmGLESv2/' mkspecs/devices/linux-rasp-pi3-g++/qmake.conf
+
+    ./configure \
+        -release \
+        -opengl es2 \
+        -device linux-rasp-pi3-g++ \
+        -device-option CROSS_COMPILE=/usr/bin/ \
+        -opensource \
+        -confirm-license \
+        -release \
+        -make libs \
+        -prefix /usr/local/qt5pi \
+        -extprefix "$QT_PI_3/qt5pi" \
+        -no-use-gold-linker
+
+    make -j "$(nproc --all)"
+    make install
+    cp -r /usr/share/fonts/truetype/dejavu/ "$QT_PI_3/qt5pi/lib/fonts"
+    cd "$QT_PI_3"
+    tar -zcvf "$BUILD_TARGET/qtbase-pi3.tar.gz" qt5pi
+    cd "$BUILD_TARGET"
+    sha256sum qtbase-pi3.tar.gz > qtbase-pi3.tar.gz.sha256
+fi