Dockerfile updates for OpenFace + Python3 + Dlib19.2 + OpenCV3.2
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Andrew
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FROM bamos/ubuntu-opencv-dlib-torch:ubuntu_14.04-opencv_2.4.11-dlib_19.0-torch_2016.07.12
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# Note from Brandon on 2015-01-13:
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#
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# Always push this from an OSX Docker machine.
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#
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# If I build this on my Arch Linux desktop it works fine locally,
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# but dlib gives an `Illegal Instruction (core dumped)` error in
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# dlib.get_frontal_face_detector() when running on OSX in a Docker machine.
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# Building in a Docker machine on OSX fixes this issue and the built
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# container successfully deploys on my Arch Linux desktop.
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#
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# Building and pushing:
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# docker build -f opencv-dlib-torch.Dockerfile -t opencv-dlib-torch .
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# docker tag -f <tag of last container> bamos/ubuntu-opencv-dlib-torch:ubuntu_latest-opencv_3.2.0-dlib_19.2-torch_2017.01.29
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# docker push bamos/ubuntu-opencv-dlib-torch:ubuntu_latest-opencv_3.2.0-dlib_19.2-torch_2017.01.29
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FROM bamos/ubuntu-opencv-dlib-torch:ubuntu_latest-opencv_3.2.0-dlib_19.2-torch_2017.01.29
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MAINTAINER Brandon Amos <brandon.amos.cs@gmail.com>
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# TODO: Should be added to opencv-dlib-torch image.
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RUN ln -s /root/torch/install/bin/* /usr/local/bin
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RUN apt-get update && apt-get install -y \
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curl \
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git \
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graphicsmagick \
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python-dev \
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python-pip \
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python-numpy \
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python-nose \
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python-scipy \
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python-pandas \
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python-protobuf\
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wget \
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zip \
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&& apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
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ADD . /root/openface
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RUN cd ~/openface && \
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# OpenFace
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###############################################################################
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RUN cd ~ && \
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git clone https://github.com/qacollective/openface.git ~/openface --recursive && \
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cd ~/openface && \
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./models/get-models.sh && \
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pip2 install -r requirements.txt && \
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python2 setup.py install && \
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pip2 install -r demos/web/requirements.txt && \
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pip2 install -r training/requirements.txt
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pip3 install -r requirements.txt && \
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python3.5 setup.py install && \
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pip3 install -r demos/web/requirements.txt && \
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pip3 install -r training/requirements.txt
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EXPOSE 8000 9000
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CMD /bin/bash -l -c '/root/openface/demos/web/start-servers.sh'
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@ -8,41 +8,31 @@
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# Building in a Docker machine on OSX fixes this issue and the built
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# container successfully deploys on my Arch Linux desktop.
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#
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# Building this Dockerfile results in the download of approximately 450 MB of data.
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#
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# Building and pushing:
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# docker build -f opencv-dlib-torch.Dockerfile -t opencv-dlib-torch .
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# docker tag -f <tag of last container> bamos/ubuntu-opencv-dlib-torch:ubuntu_14.04-opencv_2.4.11-dlib_18.16-torch_2016.03.19
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# docker push bamos/ubuntu-opencv-dlib-torch:ubuntu_14.04-opencv_2.4.11-dlib_18.16-torch_2016.03.19
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# docker tag -f <tag of last container> bamos/ubuntu-opencv-dlib-torch:ubuntu_latest-opencv_3.2.0-dlib_19.2-torch_2017.01.29
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# docker push bamos/ubuntu-opencv-dlib-torch:ubuntu_latest-opencv_3.2.0-dlib_19.2-torch_2017.01.29
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FROM ubuntu:14.04
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FROM ubuntu
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MAINTAINER Brandon Amos <brandon.amos.cs@gmail.com>
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RUN apt-get update && apt-get install -y \
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build-essential \
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cmake \
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curl \
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gfortran \
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git \
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graphicsmagick \
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libgraphicsmagick1-dev \
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libatlas-dev \
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libavcodec-dev \
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libavformat-dev \
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libboost-all-dev \
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libgtk2.0-dev \
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libjpeg-dev \
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liblapack-dev \
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libswscale-dev \
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pkg-config \
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python-dev \
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python-numpy \
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python-protobuf\
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software-properties-common \
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zip \
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&& apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
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RUN apt-get update && apt-get install -y apt-utils
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RUN curl -s https://raw.githubusercontent.com/torch/ezinstall/master/install-deps | bash -e
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# Python 3.5
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###############################################################################
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RUN apt-get install -y python3.5 python3-pip python3.5-dev python3.5-numpy
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RUN pip3 install --upgrade pip
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# Torch
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###############################################################################
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RUN apt-get install -y git sudo curl luarocks libqtgui4 libqtcore4 libreadline-dev graphicsmagick libgraphicsmagick1-dev
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RUN git clone https://github.com/torch/distro.git ~/torch --recursive
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RUN cd ~/torch && ./install.sh && \
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RUN cd ~/torch && \
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bash install-deps && \
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./install.sh && \
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cd install/bin && \
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./luarocks install nn && \
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./luarocks install dpnn && \
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@ -50,14 +40,20 @@ RUN cd ~/torch && ./install.sh && \
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./luarocks install optim && \
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./luarocks install csvigo && \
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./luarocks install torchx && \
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./luarocks install tds
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./luarocks install tds && \
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./luarocks install graphicsmagick && \
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ln -s /root/torch/install/bin/* /usr/local/bin
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# OpenCV 3.2
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###############################################################################
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RUN apt-get install -y zip cmake pkg-config
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RUN cd ~ && \
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mkdir -p ocv-tmp && \
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cd ocv-tmp && \
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curl -L https://github.com/Itseez/opencv/archive/2.4.11.zip -o ocv.zip && \
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curl -L https://github.com/Itseez/opencv/archive/3.2.0.zip -o ocv.zip && \
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unzip ocv.zip && \
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cd opencv-2.4.11 && \
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cd opencv-3.2.0 && \
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mkdir release && \
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cd release && \
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cmake -D CMAKE_BUILD_TYPE=RELEASE \
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@ -68,17 +64,22 @@ RUN cd ~ && \
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make install && \
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rm -rf ~/ocv-tmp
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# Dlib 19.2
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###############################################################################
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# Note: Python 2.7 is still installed due to libboost-all-dev
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RUN apt-get install -y libx11-dev libboost-all-dev
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RUN cd ~ && \
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mkdir -p dlib-tmp && \
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cd dlib-tmp && \
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curl -L \
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https://github.com/davisking/dlib/archive/v19.0.tar.gz \
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-o dlib.tar.bz2 && \
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tar xf dlib.tar.bz2 && \
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cd dlib-19.0/python_examples && \
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http://dlib.net/files/dlib-19.2.zip \
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-o dlib.zip && \
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unzip dlib.zip && \
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cd dlib-19.2/examples && \
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mkdir build && \
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cd build && \
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cmake ../../tools/python && \
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cmake .. -DUSE_SSE4_INSTRUCTIONS=ON && \
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cmake --build . --config Release && \
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cp dlib.so /usr/local/lib/python2.7/dist-packages && \
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rm -rf ~/dlib-tmp
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python3.5 ../../setup.py install --yes USE_AVX_INSTRUCTIONS && \
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rm -rf ~/dlib-tmp
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