mirror of
https://github.com/serengil/deepface.git
synced 2025-06-02 09:30:06 +00:00
68 lines
2.9 KiB
Docker
68 lines
2.9 KiB
Docker
# base image
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FROM python:3.8.12
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LABEL org.opencontainers.image.source https://github.com/serengil/deepface
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# -----------------------------------
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# create required folder
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RUN mkdir -p /app && chown -R 1001:0 /app
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RUN mkdir /app/deepface
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# -----------------------------------
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# switch to application directory
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WORKDIR /app
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# -----------------------------------
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# update image os
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# Install system dependencies
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RUN apt-get update && apt-get install -y \
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ffmpeg \
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libsm6 \
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libxext6 \
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libhdf5-dev \
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&& rm -rf /var/lib/apt/lists/*
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# -----------------------------------
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# Copy required files from repo into image
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COPY ./deepface /app/deepface
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# even though we will use local requirements, this one is required to perform install deepface from source code
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COPY ./requirements.txt /app/requirements.txt
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COPY ./requirements_local /app/requirements_local.txt
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COPY ./package_info.json /app/
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COPY ./setup.py /app/
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COPY ./README.md /app/
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COPY ./entrypoint.sh /app/deepface/api/src/entrypoint.sh
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# -----------------------------------
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# if you plan to use a GPU, you should install the 'tensorflow-gpu' package
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# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org tensorflow-gpu
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# if you plan to use face anti-spoofing, then activate this line
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# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org torch==2.1.2
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# -----------------------------------
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# install deepface from pypi release (might be out-of-date)
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# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org deepface
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# -----------------------------------
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# install dependencies - deepface with these dependency versions is working
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RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org -r /app/requirements_local.txt
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# install deepface from source code (always up-to-date)
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RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org -e .
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# -----------------------------------
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# some packages are optional in deepface. activate if your task depends on one.
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# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org cmake==3.24.1.1
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# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org dlib==19.20.0
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# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org lightgbm==2.3.1
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# -----------------------------------
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# environment variables
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ENV PYTHONUNBUFFERED=1
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# -----------------------------------
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# run the app (re-configure port if necessary)
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WORKDIR /app/deepface/api/src
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EXPOSE 5000
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# CMD ["gunicorn", "--workers=1", "--timeout=3600", "--bind=0.0.0.0:5000", "app:create_app()"]
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ENTRYPOINT [ "sh", "entrypoint.sh" ]
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