diff --git a/.github/workflows/dockerimage-latest.yml b/.github/workflows/dockerimage-latest.yml
new file mode 100644
index 0000000..9d7e626
--- /dev/null
+++ b/.github/workflows/dockerimage-latest.yml
@@ -0,0 +1,17 @@
+name: Docker Image latest
+
+on:
+  push:
+    branches: [ master ]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Build the Docker image
+        run: docker build . --file Dockerfile --tag markusressel/py-image-dedup:latest
+      - name: Login to DockerHub Registry
+        run: echo ${{ secrets.DOCKERHUB_PASSWORD }} | docker login -u ${{ secrets.DOCKERHUB_USERNAME }} --password-stdin
+      - name: Push the Docker image
+        run: docker push markusressel/py-image-dedup:latest
diff --git a/.github/workflows/dockerimage-release.yml b/.github/workflows/dockerimage-release.yml
new file mode 100644
index 0000000..61dd901
--- /dev/null
+++ b/.github/workflows/dockerimage-release.yml
@@ -0,0 +1,21 @@
+name: Docker Image Release
+
+on:
+  push:
+    tags:
+      - "*.*.*"
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      # this writes the tag name into GIT_TAG_NAME
+      - name: Get tag name
+        uses: olegtarasov/get-tag@v2
+      - name: Build the Docker image
+        run: docker build . --file Dockerfile --tag markusressel/py-image-dedup:$GIT_TAG_NAME
+      - name: Login to DockerHub Registry
+        run: echo ${{ secrets.DOCKERHUB_PASSWORD }} | docker login -u ${{ secrets.DOCKERHUB_USERNAME }} --password-stdin
+      - name: Push the Docker image
+        run: docker push markusressel/py-image-dedup:$GIT_TAG_NAME
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index d654ff6..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,41 +0,0 @@
-language: python
-
-services:
-  - docker
-
-before_install:
-  # - docker pull elasticsearch:7.5.1
-  - docker run -d -p 9200:9200 -p 9300:9300 -e "discovery.type=single-node" docker.elastic.co/elasticsearch/elasticsearch:7.5.1
-  - docker ps -a
-
-python:
-  - "3.7"
-  - "3.8"
-
-install:
-  - pip install --upgrade pip
-  - pip install pipenv
-  - pipenv install --system --deploy
-  - pip install --no-cache-dir .
-
-script:
-  - cd tests
-  - pytest
-  - cd ..
-
-before_deploy:
-  docker build -t markusressel/py-image-dedup .
-
-deploy:
-  - provider: script
-    skip_cleanup: true
-    script: bash travis/docker_push
-    on:
-      branch: master
-      tags: true
-  - provider: script
-    skip_cleanup: true
-    script: bash travis/docker_push_latest
-    on:
-      branch: master
-      tags: false
\ No newline at end of file
diff --git a/travis/docker_push b/travis/docker_push
deleted file mode 100644
index c2490c1..0000000
--- a/travis/docker_push
+++ /dev/null
@@ -1,4 +0,0 @@
-#!/bin/bash
-echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
-docker tag "markusressel/py-image-dedup" "markusressel/py-image-dedup:${TRAVIS_TAG}"
-docker push "markusressel/py-image-dedup:${TRAVIS_TAG}"
\ No newline at end of file
diff --git a/travis/docker_push_latest b/travis/docker_push_latest
deleted file mode 100644
index 78c4ba7..0000000
--- a/travis/docker_push_latest
+++ /dev/null
@@ -1,3 +0,0 @@
-#!/bin/bash
-echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
-docker push "markusressel/py-image-dedup:latest"
\ No newline at end of file