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SegNet-Tutorial

docker

cpu

Dockerfile

Dockerfile 1.70 KB

# from https://github.com/BVLC/caffe/blob/master/docker/standalone/cpu/Dockerfile
FROM ubuntu:14.04
MAINTAINER caffe-maint@googlegroups.com

RUN apt-get update && apt-get install -y --no-install-recommends \
 build-essential \
 cmake \
 git \
 wget \
 libatlas-base-dev \
 libboost-all-dev \
 libgflags-dev \
 libgoogle-glog-dev \
 libhdf5-serial-dev \
 libleveldb-dev \
 liblmdb-dev \
 libprotobuf-dev \
 libsnappy-dev \
 protobuf-compiler \
 python-dev \
 python-numpy \
 python-scipy \
 python-tk \
 libgtk2.0-dev \
 ca-certificates \
 curl && \
 curl https://bootstrap.pypa.io/get-pip.py > get-pip.py && python get-pip.py && \
 rm -rf /var/lib/apt/lists/*

WORKDIR /opt
RUN git clone -b 2.4 https://github.com/Itseez/opencv.git && \
 mkdir opencv/build && cd opencv/build && \
 cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local ../ && \
 make -j"$(nproc)" && make -j"$(nproc)" install

ENV CAFFE_ROOT=/opt/caffe
WORKDIR $CAFFE_ROOT

# FIXME: clone a specific git tag and use ARG instead of ENV once DockerHub supports this.
ENV CLONE_TAG="segnet-cleaned"

RUN git clone -b ${CLONE_TAG} --depth 1 https://github.com/alexgkendall/caffe-segnet.git . && \
 for req in $(cat python/requirements.txt) pydot; do pip install $req; done && \
 mkdir build && cd build && \
 cmake -DCPU_ONLY=1 .. && \
 make -j"$(nproc)"

ENV PYCAFFE_ROOT $CAFFE_ROOT/python
ENV PYTHONPATH $PYCAFFE_ROOT:$PYTHONPATH
ENV PATH $CAFFE_ROOT/build/tools:$PYCAFFE_ROOT:$PATH
RUN echo "$CAFFE_ROOT/build/lib" >> /etc/ld.so.conf.d/caffe.conf && ldconfig

WORKDIR /workspace

Copy Edit Raw Blame History

Abylay Ospan authored 2017年01月29日 22:19 +08:00 . build opencv from sources instead of apt provided

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53

# from https://github.com/BVLC/caffe/blob/master/docker/standalone/cpu/Dockerfile
FROM ubuntu:14.04
MAINTAINER caffe-maint@googlegroups.com

RUN apt-get update && apt-get install -y --no-install-recommends \
 build-essential \
 cmake \
 git \
 wget \
 libatlas-base-dev \
 libboost-all-dev \
 libgflags-dev \
 libgoogle-glog-dev \
 libhdf5-serial-dev \
 libleveldb-dev \
 liblmdb-dev \
 libprotobuf-dev \
 libsnappy-dev \
 protobuf-compiler \
 python-dev \
 python-numpy \
 python-scipy \
 python-tk \
 libgtk2.0-dev \
 ca-certificates \
 curl && \
 curl https://bootstrap.pypa.io/get-pip.py > get-pip.py && python get-pip.py && \
 rm -rf /var/lib/apt/lists/*

WORKDIR /opt
RUN git clone -b 2.4 https://github.com/Itseez/opencv.git && \
 mkdir opencv/build && cd opencv/build && \
 cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local ../ && \
 make -j"$(nproc)" && make -j"$(nproc)" install

ENV CAFFE_ROOT=/opt/caffe
WORKDIR $CAFFE_ROOT

# FIXME: clone a specific git tag and use ARG instead of ENV once DockerHub supports this.
ENV CLONE_TAG="segnet-cleaned"

RUN git clone -b ${CLONE_TAG} --depth 1 https://github.com/alexgkendall/caffe-segnet.git . && \
 for req in $(cat python/requirements.txt) pydot; do pip install $req; done && \
 mkdir build && cd build && \
 cmake -DCPU_ONLY=1 .. && \
 make -j"$(nproc)"

ENV PYCAFFE_ROOT $CAFFE_ROOT/python
ENV PYTHONPATH $PYCAFFE_ROOT:$PYTHONPATH
ENV PATH $CAFFE_ROOT/build/tools:$PYCAFFE_ROOT:$PATH
RUN echo "$CAFFE_ROOT/build/lib" >> /etc/ld.so.conf.d/caffe.conf && ldconfig

WORKDIR /workspace