diff --git a/.github/workflows/Dockerfile.OpenEB b/.github/workflows/Dockerfile.OpenEB
new file mode 100644
index 000000000..edcd3173c
--- /dev/null
+++ b/.github/workflows/Dockerfile.OpenEB
@@ -0,0 +1,49 @@
+# This is the command to build the Docker image for Ubuntu 20.04
+# 'docker build --build-arg UBUNTU_VERSION=20.04 -t openeb:ubuntu-20.04 .'
+# If you want to build for Ubuntu 22.04, replace "20.04" to "22.04"
+
+ARG UBUNTU_VERSION=20.04
+FROM ubuntu:${UBUNTU_VERSION}
+
+ENV DEBIAN_FRONTEND "noninteractive"
+ENV TZ "Europe/Paris"
+
+# Install dependencies
+RUN apt-get update && apt-get -y install \
+    apt-utils \
+    build-essential \
+    software-properties-common \
+    wget \
+    unzip \
+    curl \
+    git \
+    cmake \
+    libopencv-dev \
+    libboost-all-dev \
+    libusb-1.0-0-dev \
+    libprotobuf-dev \
+    protobuf-compiler \
+    libhdf5-dev \
+    hdf5-tools \
+    libglew-dev \
+    libglfw3-dev \
+    libcanberra-gtk-module \
+    ffmpeg \
+    libgtest-dev \
+    libgmock-dev \
+    python3-pip \
+    python3-distutils \
+    python3-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+RUN python3 -m pip install pip --upgrade \
+    && python3 -m pip install "opencv-python==4.5.5.64" "sk-video==1.1.10" "fire==0.4.0" "numpy==1.23.4" "h5py==3.7.0" pandas scipy jupyter jupyterlab matplotlib "ipywidgets==7.6.5" pytest command_runner "numba==0.56.3" "profilehooks==1.12.0" "pytorch_lightning==1.8.6" "tqdm==4.63.0" "kornia==0.6.8" \
+    && rm -rf ~/.cache/pip/*
+    
+RUN wget https://github.com/pybind/pybind11/archive/v2.6.0.zip \
+    && unzip v2.6.0.zip \
+    && cd pybind11-2.6.0 \
+    && mkdir build && cd build \
+    && cmake .. -DPYBIND11_TEST=OFF \
+    && cmake --build . \
+    && cmake --build . --target install \
\ No newline at end of file
diff --git a/.github/workflows/all_jobs.yaml b/.github/workflows/all_jobs.yaml
index 10ddc4b3d..78b89a116 100644
--- a/.github/workflows/all_jobs.yaml
+++ b/.github/workflows/all_jobs.yaml
@@ -13,35 +13,21 @@ env:
   python_executable: "C:/hostedtoolcache/windows/Python/3.8.10/x64/python.exe" #Cmake needs this to find python on windows
 
 jobs:
+  container-test-job:
+    runs-on: ubuntu-20.04
+    steps:
+    - name: Adjust Dockerfile permissions
+      run: chmod 644 .github/workflows/Dockerfile.OpenEB
+    container:
+      image: .github/workflows/Dockerfile.OpenEB
   job1:
+    needs: container-test-job
     name: Ubuntu 20
     runs-on: ubuntu-20.04
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v2
 
-      - name: Install dependencies
-        run: |
-          sudo apt-get -y update && sudo apt-get install -y sudo apt-utils wget cmake build-essential \
-          libglew-dev git g++ libusb-1.0-0-dev libgtest-dev libgmock-dev libssl-dev python3.8 \
-          python3-pip python3-distutils xvfb libglfw3 libglfw3-dev libglew-dev libopencv-dev ffmpeg \
-          libboost-dev libboost-program-options-dev libboost-filesystem-dev libboost-timer-dev \
-          libprotobuf-dev protobuf-compiler \
-          libboost-chrono-dev libboost-thread-dev zip unzip git-lfs libhdf5-dev hdf5-tools
-          pip install $numpy_version pytest opencv-python==4.5.5.64 torch==1.13.1 scipy sk-video==1.1.10 numba==0.56.3 h5py protobuf==3.20.3 command_runner kornia==0.6.8 pytorch_lightning==1.8.6 pytorch_msssim==0.2.1
-
-      - name: Build pybind and gtest
-        run: |
-          openebfolder=${PWD}
-          cd ..
-          wget https://github.com/pybind/pybind11/archive/v$pybind_version.zip
-          unzip v$pybind_version.zip
-          cd pybind11-$pybind_version/
-          mkdir build && cd build
-          cmake .. -DPYBIND11_TEST=OFF
-          cmake --build . --config Release --parallel 4
-          sudo make install
-
       - name: Build openEB
         run: |
           mkdir build && cd build