Created
March 2, 2023 12:06
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Python 3.8 dlib face-reocgnition
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# syntax = docker/dockerfile:experimental | |
# | |
# NOTE: To build this you will need a docker version > 18.06 with | |
# experimental enabled and DOCKER_BUILDKIT=1 | |
# | |
# If you do not use buildkit you are not going to have a good time | |
# | |
# For reference: | |
# https://docs.docker.com/develop/develop-images/build_enhancements/ | |
ARG BASE_IMAGE=ubuntu:18.04 | |
ARG PYTHON_VERSION=3.8 | |
FROM ${BASE_IMAGE} as dev-base | |
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \ | |
build-essential \ | |
ca-certificates \ | |
ccache \ | |
cmake \ | |
curl \ | |
git \ | |
libjpeg-dev \ | |
libpng-dev && \ | |
rm -rf /var/lib/apt/lists/* | |
RUN /usr/sbin/update-ccache-symlinks | |
RUN mkdir /opt/ccache && ccache --set-config=cache_dir=/opt/ccache | |
ENV PATH /opt/conda/bin:$PATH | |
FROM dev-base as conda | |
ARG PYTHON_VERSION=3.8 | |
# Automatically set by buildx | |
ARG TARGETPLATFORM | |
# translating Docker's TARGETPLATFORM into miniconda arches | |
RUN case ${TARGETPLATFORM} in \ | |
"linux/arm64") MINICONDA_ARCH=aarch64 ;; \ | |
*) MINICONDA_ARCH=x86_64 ;; \ | |
esac && \ | |
curl -fsSL -v -o ~/miniconda.sh -O "https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-${MINICONDA_ARCH}.sh" | |
COPY requirements.txt . | |
# Manually invoke bash on miniconda script per https://github.com/conda/conda/issues/10431 | |
RUN chmod +x ~/miniconda.sh && \ | |
bash ~/miniconda.sh -b -p /opt/conda && \ | |
rm ~/miniconda.sh && \ | |
/opt/conda/bin/conda install -y python=${PYTHON_VERSION} cmake conda-build pyyaml numpy ipython && \ | |
/opt/conda/bin/python -mpip install -r requirements.txt && \ | |
/opt/conda/bin/conda clean -ya | |
RUN conda install -c conda-forge dlib | |
RUN pip install cmake | |
RUN pip install face-recognition |
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