mirror of
https://gitcode.com/gh_mirrors/ope/OpenFace.git
synced 2025-12-30 13:02:30 +00:00
e4a57e11d2
Change log: Moving to C++17. This means that the code can only be build using C++17 compilers (e.g. g++ >8 and Visual Studio 2017, clang > 5), fixing related bugs - (#698, #629, #641) Removing an explicit dependency on boost (all the filesystem operations are performed using std::filesystem or boost::filesysteme). If boost is available it will used boost:filesystem, otherwise std::filesystem (this requires C++17) Visual Studio 2017 is now the main version for Visual Studio builds, VS 2015 is no longer supported Updating OpenCV to 4.1 version (#511) Fixing a bug with output images when using GUI (#694) Updating RAWImage - #609, so it can be initialized from System.Drawing.Bitmap directly Fixing overlap detection for multi face tracking (#693)
111 lines
3.9 KiB
Docker
111 lines
3.9 KiB
Docker
# ==================== Building Model Layer ===========================
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# This is a little trick to improve caching and minimize rebuild time
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# and bandwidth. Note that RUN commands only cache-miss if the prior layers
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# miss, or the dockerfile changes prior to this step.
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# To update these patch files, be sure to run build with --no-cache
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FROM alpine as model_data
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RUN apk --no-cache --update-cache add wget
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WORKDIR /data/patch_experts
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RUN wget -q https://www.dropbox.com/s/7na5qsjzz8yfoer/cen_patches_0.25_of.dat &&\
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wget -q https://www.dropbox.com/s/k7bj804cyiu474t/cen_patches_0.35_of.dat &&\
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wget -q https://www.dropbox.com/s/ixt4vkbmxgab1iu/cen_patches_0.50_of.dat &&\
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wget -q https://www.dropbox.com/s/2t5t1sdpshzfhpj/cen_patches_1.00_of.dat
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## ==================== Install Ubuntu Base libs ===========================
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## This will be our base image for OpenFace, and also the base for the compiler
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## image. We only need packages which are linked
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FROM ubuntu:18.04 as ubuntu_base
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LABEL maintainer="Michael McDermott <mikemcdermott23@gmail.com>"
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ARG DEBIAN_FRONTEND=noninteractive
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# todo: minimize this even more
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RUN apt-get update -qq &&\
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apt-get install -qq curl &&\
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apt-get install -qq --no-install-recommends \
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libopenblas-dev liblapack-dev \
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libavcodec-dev libavformat-dev libswscale-dev \
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libtbb2 libtbb-dev libjpeg-dev \
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libpng-dev libtiff-dev &&\
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rm -rf /var/lib/apt/lists/*
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## ==================== Build-time dependency libs ======================
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## This will build and install opencv and dlib into an additional dummy
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## directory, /root/diff, so we can later copy in these artifacts,
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## minimizing docker layer size
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## Protip: ninja is faster than `make -j` and less likely to lock up system
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FROM ubuntu_base as cv_deps
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WORKDIR /root/build-dep
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ARG DEBIAN_FRONTEND=noninteractive
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RUN apt-get update -qq && apt-get install -qq -y \
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cmake ninja-build pkg-config build-essential checkinstall\
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g++-8 &&\
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rm -rf /var/lib/apt/lists/* &&\
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update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-8 800 --slave /usr/bin/g++ g++ /usr/bin/g++-8
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## llvm clang-3.7 libc++-dev libc++abi-dev \
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## ==================== Building dlib ===========================
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RUN curl http://dlib.net/files/dlib-19.13.tar.bz2 -LO &&\
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tar xf dlib-19.13.tar.bz2 && \
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rm dlib-19.13.tar.bz2 &&\
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mv dlib-19.13 dlib &&\
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mkdir -p dlib/build &&\
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cd dlib/build &&\
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cmake -DCMAKE_BUILD_TYPE=Release -G Ninja .. &&\
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ninja && \
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ninja install && \
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DESTDIR=/root/diff ninja install &&\
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ldconfig
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## ==================== Building OpenCV ======================
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ENV OPENCV_VERSION=4.1.0
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RUN curl https://github.com/opencv/opencv/archive/${OPENCV_VERSION}.tar.gz -LO &&\
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tar xf ${OPENCV_VERSION}.tar.gz && \
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rm ${OPENCV_VERSION}.tar.gz &&\
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mv opencv-${OPENCV_VERSION} opencv && \
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mkdir -p opencv/build && \
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cd opencv/build && \
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cmake -D CMAKE_BUILD_TYPE=RELEASE \
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-D CMAKE_INSTALL_PREFIX=/usr/local \
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-D WITH_TBB=ON -D WITH_CUDA=OFF \
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-DWITH_QT=OFF -DWITH_GTK=OFF\
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-G Ninja .. && \
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ninja && \
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ninja install &&\
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DESTDIR=/root/diff ninja install
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## ==================== Building OpenFace ===========================
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FROM cv_deps as openface
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WORKDIR /root/openface
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COPY ./ ./
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COPY --from=model_data /data/patch_experts/* \
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/root/openface/lib/local/LandmarkDetector/model/patch_experts/
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RUN mkdir -p build && cd build && \
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cmake -D CMAKE_BUILD_TYPE=RELEASE -G Ninja .. && \
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ninja &&\
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DESTDIR=/root/diff ninja install
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## ==================== Streamline container ===========================
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## Clean up - start fresh and only copy in necessary stuff
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## This shrinks the image from ~8 GB to ~1.6 GB
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FROM ubuntu_base as final
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WORKDIR /root
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# Copy in only necessary libraries
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COPY --from=openface /root/diff /
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# Since we "imported" the build artifacts, we need to reconfigure ld
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RUN ldconfig
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