docker compilar openvino opencv

gistfile1.txt

FROM debian:buster

USER root

RUN dpkg --add-architecture armhf && \
    apt-get update && \
    apt-get install -y --no-install-recommends \
    build-essential \
    crossbuild-essential-armhf \
    git \
    wget \
    cmake \
    cython \
    libusb-1.0-0-dev:armhf \
    libgtk-3-dev:armhf \
    libavcodec-dev:armhf \
    libavformat-dev:armhf \
    libswscale-dev:armhf \
    libgstreamer1.0-dev:armhf \
    libgstreamer-plugins-base1.0-dev:armhf \
    libpython3-dev:armhf \
    libpython-dev:armhf \
    python3-numpy \
    python-numpy \
    python3-pip

RUN wget https://www.cmake.org/files/v3.14/cmake-3.14.3.tar.gz && \
    tar xf cmake-3.14.3.tar.gz && \
    (cd cmake-3.14.3 && ./bootstrap --parallel=$(nproc --all) && make --jobs=$(nproc --all) && make install) && \
    rm -rf cmake-3.14.3 cmake-3.14.3.tar.gz


# Build Inference Engine (https://github.com/openvinotoolkit/openvino/blob/master/build-instruction.md#build-for-raspbian-stretch-os)
RUN git clone https://github.com/openvinotoolkit/openvino
RUN cd openvino && mkdir build && cd build && \
    git submodule init && git submodule update --recursive && \
    cmake -DCMAKE_BUILD_TYPE=Release \
    -DCMAKE_TOOLCHAIN_FILE="../cmake/arm.toolchain.cmake" \
    -DTHREADS_PTHREAD_ARG="-pthread" \
    -DENABLE_SSE42=OFF \
    -DTHREADING=SEQ \
    -DNGRAPH_ONNX_IMPORT_ENABLE=OFF \
    -DENABLE_PYTHON=ON \
    -DPYTHON_EXECUTABLE=`which python3.7` \
    -DPYTHON_LIBRARY=/usr/lib/arm-linux-gnueabihf/libpython3.7m.so \
    -DPYTHON_INCLUDE_DIR=/usr/include/python3.7 \
    -DENABLE_GNA=OFF .. && make --jobs=$(nproc --all)
    
    
 # Build OpenCV (https://github.com/opencv/opencv/wiki/Intel%27s-Deep-Learning-Inference-Engine-backend#raspbian-buster)
RUN git clone https://github.com/opencv/opencv --depth 1
RUN cd opencv && mkdir opencv_build && mkdir opencv_install && cd opencv_build && \
    cmake -DCMAKE_BUILD_TYPE=Release \
      -DCMAKE_INSTALL_PREFIX="../opencv_install" \
      -DOPENCV_CONFIG_INSTALL_PATH="cmake" \
      -DCMAKE_TOOLCHAIN_FILE="../platforms/linux/arm-gnueabi.toolchain.cmake" \
      -DWITH_IPP=OFF \
      -DBUILD_TESTS=OFF \
      -DBUILD_PERF_TESTS=OFF \
      -DOPENCV_ENABLE_PKG_CONFIG=ON \
      -DPKG_CONFIG_EXECUTABLE="/usr/bin/arm-linux-gnueabihf-pkg-config" \
      -DPYTHON2_INCLUDE_PATH="/usr/include/python2.7" \
      -DPYTHON2_NUMPY_INCLUDE_DIRS="/usr/local/lib/python2.7/dist-packages/numpy/core/include" \
      -DPYTHON3_INCLUDE_PATH="/usr/include/python3.7" \
      -DPYTHON3_NUMPY_INCLUDE_DIRS="/usr/local/lib/python3.7/dist-packages/numpy/core/include" \
      -DPYTHON3_CVPY_SUFFIX=".cpython-37m-arm-linux-gnueabihf.so" \
      -DENABLE_NEON=ON \
      -DCPU_BASELINE="NEON" \
      -DWITH_INF_ENGINE=ON \
      -DINF_ENGINE_RELEASE=2020030000 \
      -DINF_ENGINE_LIB_DIRS="/openvino/bin/armv7l/Release/lib/" \
      -DINF_ENGINE_INCLUDE_DIRS="/openvino/inference_engine/include" \
      -DCMAKE_FIND_ROOT_PATH="/openvino/build" .. && \
    make --jobs=$(nproc --all) && make install