diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index 4c80a4b7..b6f67d64 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -21,9 +21,57 @@ concurrency:
 permissions:
   contents: read # to fetch code (actions/checkout)
 
+env:
+  REGISTRY: ghcr.io
+  IMAGE_NAME: ${{ github.repository }}-manylinux2014
+
 jobs:
+  build-custom-manylinux:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      packages: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+
+      - name: Get changed Dockerfile
+        id: changed-files-specific
+        uses: tj-actions/changed-files@v37
+        with:
+          files: |
+            Dockerfile-manylinux
+
+      - name: Log in to the Container registry
+        if: steps.changed-files-specific.outputs.any_changed == 'true'
+        uses: docker/login-action@65b78e6e13532edd9afa3aa52ac7964289d1a9c1
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Extract metadata (tags, labels) for Docker
+        if: steps.changed-files-specific.outputs.any_changed == 'true'
+        id: meta
+        uses: docker/metadata-action@9ec57ed1fcdbf14dcef7dfbe97b2010124a938b7
+        with:
+          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+
+      - name: Build and push Docker image
+        if: steps.changed-files-specific.outputs.any_changed == 'true'
+        uses: docker/build-push-action@f2a1d5e99d037542a71f64918e516c093c6f3fc4
+        with:
+          context: .
+          file: ./Dockerfile-manylinux
+          push: true
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
+
   build_wheels:
     name: Build wheel for ${{ matrix.python }}-${{ matrix.buildplat[1] }}
+    needs: build-custom-manylinux
     runs-on: ${{ matrix.buildplat[0] }}
     strategy:
       # Ensure that a wheel builder finishes even if another fails
diff --git a/Dockerfile-manylinux b/Dockerfile-manylinux
new file mode 100644
index 00000000..a702b8b8
--- /dev/null
+++ b/Dockerfile-manylinux
@@ -0,0 +1,20 @@
+FROM quay.io/pypa/manylinux2014_x86_64:2023-07-14-55e4124
+
+RUN yum -y install epel-release && \
+ yum repolist
+
+RUN yum install -y \
+ qt5-qtbase-devel qt5-qtsvg-devel \
+ rapidjson-devel bison flex doxygen bzip2-devel flex-devel \
+ boost-devel \
+ boost-python boost-filesystem \
+ boost-regex  boost-wave \
+ python36-devel libxml2-devel \
+ qwt-devel \
+ ccache \
+ eigen3-devel \
+ wget
+
+RUN wget http://lemon.cs.elte.hu/pub/sources/lemon-1.3.1.tar.gz;
+RUN tar -xzf lemon-1.3.1.tar.gz; cd lemon-1.3.1; mkdir build; cd build; cmake ..; make install; cd ../..
+