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opencv-dlib-torch.Dockerfile
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opencv-dlib-torch.Dockerfile
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# Note from Brandon on 2015-01-13:
#
# Always push this from an OSX Docker machine.
#
# If I build this on my Arch Linux desktop it works fine locally,
# but dlib gives an `Illegal Instruction (core dumped)` error in
# dlib.get_frontal_face_detector() when running on OSX in a Docker machine.
# Building in a Docker machine on OSX fixes this issue and the built
# container successfully deploys on my Arch Linux desktop.
#
# Building and pushing:
# docker build -f opencv-dlib-torch.Dockerfile -t opencv-dlib-torch .
# 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
# docker push bamos/ubuntu-opencv-dlib-torch:ubuntu_14.04-opencv_2.4.11-dlib_18.16-torch_2016.03.19
FROM ubuntu:14.04
MAINTAINER Brandon Amos <[email protected]>
RUN apt-get update && apt-get install -y \
build-essential \
cmake \
curl \
gfortran \
git \
graphicsmagick \
libgraphicsmagick1-dev \
libatlas-dev \
libavcodec-dev \
libavformat-dev \
libboost-all-dev \
libgtk2.0-dev \
libjpeg-dev \
liblapack-dev \
libswscale-dev \
pkg-config \
python-dev \
python-numpy \
python-protobuf\
software-properties-common \
zip \
&& apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
RUN curl -s https://raw.githubusercontent.com/torch/ezinstall/master/install-deps | bash -e
RUN git clone https://github.com/torch/distro.git ~/torch --recursive
RUN cd ~/torch && ./install.sh && \
cd install/bin && \
./luarocks install nn && \
./luarocks install dpnn && \
./luarocks install image && \
./luarocks install optim && \
./luarocks install csvigo && \
./luarocks install torchx && \
./luarocks install tds
RUN cd ~ && \
mkdir -p ocv-tmp && \
cd ocv-tmp && \
curl -L https://github.com/Itseez/opencv/archive/2.4.11.zip -o ocv.zip && \
unzip ocv.zip && \
cd opencv-2.4.11 && \
mkdir release && \
cd release && \
cmake -D CMAKE_BUILD_TYPE=RELEASE \
-D CMAKE_INSTALL_PREFIX=/usr/local \
-D BUILD_PYTHON_SUPPORT=ON \
.. && \
make -j8 && \
make install && \
rm -rf ~/ocv-tmp
RUN cd ~ && \
mkdir -p dlib-tmp && \
cd dlib-tmp && \
curl -L \
https://github.com/davisking/dlib/releases/download/v18.16/dlib-18.16.tar.bz2 \
-o dlib.tar.bz2 && \
tar xf dlib.tar.bz2 && \
cd dlib-18.16/python_examples && \
mkdir build && \
cd build && \
cmake ../../tools/python && \
cmake --build . --config Release && \
cp dlib.so /usr/local/lib/python2.7/dist-packages && \
rm -rf ~/dlib-tmp