diff --git a/.github/workflows/DEPLOYING.yml b/.github/workflows/DEPLOYING.yml
index 5832607e..0a6db55f 100644
--- a/.github/workflows/DEPLOYING.yml
+++ b/.github/workflows/DEPLOYING.yml
@@ -4,6 +4,7 @@ on:
   push:
     branches:
       - master
+      - pipeline
     tags:
       - '*'
   pull_request:
@@ -27,15 +28,24 @@ jobs:
             exit 1
           fi
   build:
-    runs-on: ubuntu-latest
+    # Use oldest ubuntu to make AppImage work
+    runs-on: ubuntu-18.04
     steps:
       - uses: actions/checkout@v3
       - name: Install Qt
         run: |
           sudo apt-get update
-          sudo apt-get install -y qtbase5-dev qt5-qmake libqt5svg5-dev
+          sudo apt-get install -y qt5-default libqt5svg5-dev
       - name: Build application
         run: |
           cd ${GITHUB_WORKSPACE}/application
           qmake
-          make
\ No newline at end of file
+          make -j`nproc`
+      - name: Generate AppImage
+        run: |
+          sudo apt-get install -y libfuse2
+          cd ${GITHUB_WORKSPACE} && sh ./ci/appimage/bundle.sh
+      - name: Archive AppImage
+        uses: actions/upload-artifact@v3
+        with:
+          path: Dust3D-x86_64.AppImage
\ No newline at end of file
diff --git a/ci/appimage/bundle.sh b/ci/appimage/bundle.sh
new file mode 100644
index 00000000..72a85b77
--- /dev/null
+++ b/ci/appimage/bundle.sh
@@ -0,0 +1,19 @@
+# Exit when any command fails
+set -e
+
+# Download appimage tools
+wget --no-verbose -O ./ci/appimage/linuxdeployqt-continuous-x86_64.AppImage https://github.com/probonopd/linuxdeployqt/releases/download/continuous/linuxdeployqt-continuous-x86_64.AppImage
+chmod a+x ./ci/appimage/linuxdeployqt-continuous-x86_64.AppImage
+
+# Create appdir directories
+mkdir -p appdir/usr/share/applications
+mkdir -p appdir/usr/bin
+
+# Copy application related files
+cp ./ci/appimage/dust3d.png appdir/dust3d.png
+cp ./ci/appimage/dust3d.desktop appdir/usr/share/applications/dust3d.desktop
+cp ./application/dust3d appdir/usr/bin/dust3d
+
+# Make bundle
+./ci/appimage/linuxdeployqt-continuous-x86_64.AppImage appdir/usr/share/applications/*.desktop -appimage
+mv Dust3D-*-x86_64.AppImage Dust3D-x86_64.AppImage
\ No newline at end of file
diff --git a/ci/appimage/dust3d.desktop b/ci/appimage/dust3d.desktop
new file mode 100644
index 00000000..eec22357
--- /dev/null
+++ b/ci/appimage/dust3d.desktop
@@ -0,0 +1,7 @@
+[Desktop Entry]
+Type=Application
+Name=Dust3D
+Icon=dust3d
+Exec=dust3d
+Categories=Graphics;
+Comment=A quick 3D modeling tool
diff --git a/ci/appimage/dust3d.png b/ci/appimage/dust3d.png
new file mode 100644
index 00000000..7c12b6fb
Binary files /dev/null and b/ci/appimage/dust3d.png differ
diff --git a/ci/screenshot.png b/ci/screenshot.png
new file mode 100644
index 00000000..7841f47e
Binary files /dev/null and b/ci/screenshot.png differ