diff --git a/.github/mergify.yml b/.github/mergify.yml
index 585c4fe0..869e0182 100644
--- a/.github/mergify.yml
+++ b/.github/mergify.yml
@@ -3,7 +3,7 @@ pull_request_rules:
     conditions:
       - "#approved-reviews-by>=1"
       - label=automerge
-      - status-success=Travis CI - Pull Request
+      - status-success=Build successful
     actions:
       merge:
         method: merge
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 00000000..0f3155ba
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,67 @@
+
+name: Docker images
+
+on: [push, pull_request]
+
+jobs:
+  build:
+    name: ${{ matrix.target }} + ${{ matrix.image }}
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        target: [ "stable", "latest" ]
+        image:
+          - "alpine"
+          - "amazon-1-amd64"
+          - "amazon-2-amd64"
+          - "arch"
+          - "centos-6-amd64"
+          - "centos-7-amd64"
+          - "centos-8-amd64"
+          - "debian-10-buster-x86"
+          - "fedora-32-amd64"
+          - "fedora-33-amd64"
+          - "ubuntu-18.04-bionic-amd64"
+          - "ubuntu-20.04-focal-amd64"
+
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          submodules: true
+
+      - name: Prepare build
+        run: |
+          sudo apt-get update && sudo apt-get install -qyy debootstrap
+          if [ "${{ matrix.target }}" = "latest" ]; then
+            git submodule update --remote Pillow
+            (cd Pillow && git checkout master)
+          fi
+          sudo chown -R 1000 $(pwd)
+
+      - name: Build image
+        run: |
+          cd "${{ matrix.image }}" && sudo chmod a+w . && make update
+          if [[ -n "$DOCKER_USERNAME" ]]; then
+            echo $DOCKER_PASSWORD | docker login -u $DOCKER_USERNAME --password-stdin
+          fi
+          make build BRANCH=master && make test BRANCH=master
+        env:
+          DOCKER_USERNAME: ${{ secrets.DOCKER_USERNAME }}
+          DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}
+
+      - name: Push image
+        if: "github.event_name == 'push' && github.ref == 'refs/heads/master' && matrix.target == 'stable'"
+        run: make push-${{ matrix.image }} BRANCH=master
+
+      - name: Post build
+        if: always()
+        run: sudo chown -R $(id -u) $(pwd)
+
+  success:
+    needs: build
+    runs-on: ubuntu-latest
+    name: Build successful
+    steps:
+      - name: Success
+        run: echo Build Successful
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 46701137..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,78 +0,0 @@
-language: python
-notifications:
-  irc: chat.freenote.net#pil
-dist: xenial
-services:
-- docker
-matrix:
-  fast_finish: true
-  include:
-    - name: "stable + alpine"
-      env: DOCKER="alpine"
-    - name: "stable + amazon-1-amd64"
-      env: DOCKER="amazon-1-amd64"
-    - name: "stable + amazon-2-amd64"
-      env: DOCKER="amazon-2-amd64"
-    - name: "stable + arch"
-      env: DOCKER="arch"
-    - name: "stable + centos-6-amd64"
-      env: DOCKER="centos-6-amd64"
-    - name: "stable + centos-7-amd64"
-      env: DOCKER="centos-7-amd64"
-    - name: "stable + centos-8-amd64"
-      env: DOCKER="centos-8-amd64"
-    - name: "stable + debian-10-buster-x86"
-      env: DOCKER="debian-10-buster-x86"
-    - name: "stable + fedora-32-amd64"
-      env: DOCKER="fedora-32-amd64"
-    - name: "stable + fedora-33-amd64"
-      env: DOCKER="fedora-33-amd64"
-    - name: "stable + ubuntu-18.04-bionic-amd64"
-      env: DOCKER="ubuntu-18.04-bionic-amd64"
-    - name: "stable + ubuntu-20.04-focal-amd64"
-      env: DOCKER="ubuntu-20.04-focal-amd64"
-
-    - name: "latest + alpine"
-      env: DOCKER="alpine" LATEST="true"
-    - name: "latest + amazon-1-amd64"
-      env: DOCKER="amazon-1-amd64" LATEST="true"
-    - name: "latest + amazon-2-amd64"
-      env: DOCKER="amazon-2-amd64" LATEST="true"
-    - name: "latest + arch"
-      env: DOCKER="arch" LATEST="true"
-    - name: "latest + centos-6-amd64"
-      env: DOCKER="centos-6-amd64" LATEST="true"
-    - name: "latest + centos-7-amd64"
-      env: DOCKER="centos-7-amd64" LATEST="true"
-    - name: "latest + centos-8-amd64"
-      env: DOCKER="centos-8-amd64" LATEST="true"
-    - name: "latest + debian-10-buster-x86"
-      env: DOCKER="debian-10-buster-x86" LATEST="true"
-    - name: "latest + fedora-32-amd64"
-      env: DOCKER="fedora-32-amd64" LATEST="true"
-    - name: "latest + fedora-33-amd64"
-      env: DOCKER="fedora-33-amd64" LATEST="true"
-    - name: "latest + ubuntu-18.04-bionic-amd64"
-      env: DOCKER="ubuntu-18.04-bionic-amd64" LATEST="true"
-    - name: "latest + ubuntu-20.04-focal-amd64"
-      env: DOCKER="ubuntu-20.04-focal-amd64" LATEST="true"
-
-install:
-- sudo apt-get update && sudo apt-get install -qyy debootstrap
-- sudo chown -R 1000 $TRAVIS_BUILD_DIR
-- |
-  if [[ -n "$LATEST" ]]; then
-    git submodule update --remote Pillow
-    (cd Pillow && git checkout master)
-  fi
-- cd "$DOCKER" && make update
-script:
-- if [[ -n "$DOCKER_USERNAME" ]]; then echo $DOCKER_PASSWORD | docker login -u $DOCKER_USERNAME --password-stdin
-  ; fi
-- make build BRANCH=master && make test BRANCH=master
-after_success:
-- if [[ "$TRAVIS_PULL_REQUEST" == "false" && "$TRAVIS_BRANCH" == "master" && -z "$LATEST" ]]; then make push BRANCH=master; fi
-env:
-  global:
-  - secure: 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
-  - secure: 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
diff --git a/Makefile b/Makefile
index 21b27c79..d36cc202 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ TARGETS = \
 	centos-6-amd64 \
 	centos-7-amd64 \
 	centos-8-amd64 \
-	debian-10-buster-\86 \
+	debian-10-buster-x86 \
 	fedora-32-amd64 \
 	fedora-33-amd64 \
 	ubuntu-18.04-bionic-amd64 \
diff --git a/Makefile.sub b/Makefile.sub
index 37b15f49..99a63ff7 100644
--- a/Makefile.sub
+++ b/Makefile.sub
@@ -2,7 +2,7 @@
 .PHONY: update build test push clean shell
 
 WD = $(shell pwd)
-USERNAME := $(shell docker info | grep Username | cut -d ' ' -f 2)
+USERNAME := $(shell docker info | grep Username | xargs | cut -d ' ' -f 2)
 TARGET := $(notdir $(WD))
 ROOT := $(abspath $(WD)/../Pillow)
 IMAGENAME := $(if $(USERNAME), $(USERNAME)/$(TARGET), $(TARGET))
diff --git a/README.md b/README.md
index a9d3dfed..0028fad2 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Docker Images for the Pillow Test Infrastructure
 
-[![Build Status](https://travis-ci.com/python-pillow/docker-images.svg?branch=master)](https://travis-ci.com/github/python-pillow/docker-images)
+[![Build Status](https://github.com/python-pillow/docker-images/workflows/Docker%20Images/badge.svg)](https://github.com/python-pillow/docker-images/actions?query=workflow%3A"Docker+Images")
 
 ## Getting Started