diff --git a/Dockerfile.poetry b/Dockerfile.poetry
new file mode 100644
index 0000000..8c583fb
--- /dev/null
+++ b/Dockerfile.poetry
@@ -0,0 +1,35 @@
+FROM docker.io/python:3.11
+
+RUN apt-get clean && apt-get update -y && apt-get upgrade -y
+
+RUN apt-get install -y libgl1 ffmpeg
+
+RUN pip install --upgrade pip
+RUN pip install scenedetect[opencv] --upgrade
+RUN pip install poetry==1.5.1
+
+# Create dirs for:
+# - Injecting config.yml: /root/.DANE
+# - Mount point for input & output files: /mnt/dane-fs
+# - Storing the source code: /src
+# - Storing the input file to be used while testing: /src/data
+RUN mkdir /root/.DANE /mnt/dane-fs /src /data
+
+WORKDIR /src
+
+ENV POETRY_NO_INTERACTION=1 \
+    POETRY_VIRTUALENVS_IN_PROJECT=1 \
+    POETRY_VIRTUALENVS_CREATE=1 \
+    POETRY_CACHE_DIR=/tmp/poetry_cache
+
+
+
+COPY pyproject.toml poetry.lock ./
+RUN poetry install --no-ansi --without dev --no-root && rm -rf $POETRY_CACHE_DIR
+
+# Write provenance info about software versions to file
+RUN echo "dane-video-segmentation-worker;https://github.com/beeldengeluid/dane-video-segmentation-worker/commit/$(git rev-parse HEAD)" >> /software_provenance.txt
+
+COPY . /src
+
+ENTRYPOINT ["./docker-entrypoint-poetry.sh"]