mirror of
https://github.com/introlab/rtabmap_ros.git
synced 2026-10-04 16:57:46 +08:00
127 lines
5.2 KiB
Docker
127 lines
5.2 KiB
Docker
# Latest version with CUDA 12, to be compatible with Opencv 4.12.0
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FROM nvcr.io/nvidia/pytorch:25.06-py3
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ENV DEBIAN_FRONTEND=noninteractive
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# Install build dependencies
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RUN apt-get update && apt-get install -y \
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libsqlite3-dev \
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git \
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cmake \
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libyaml-cpp-dev \
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software-properties-common \
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pkg-config \
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wget \
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curl \
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build-essential && \
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apt-get clean && rm -rf /var/lib/apt/lists/
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# Install ros keys
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RUN export ROS_APT_SOURCE_VERSION=$(curl -s https://api.github.com/repos/ros-infrastructure/ros-apt-source/releases/latest | grep -F "tag_name" | awk -F\" '{print $4}') && \
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curl -L -o /tmp/ros2-apt-source.deb "https://github.com/ros-infrastructure/ros-apt-source/releases/download/${ROS_APT_SOURCE_VERSION}/ros2-apt-source_${ROS_APT_SOURCE_VERSION}.$(. /etc/os-release && echo ${UBUNTU_CODENAME:-${VERSION_CODENAME}})_all.deb" && \
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dpkg -i /tmp/ros2-apt-source.deb
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# Install ros dependencies
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RUN apt-get update && \
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apt upgrade -y && \
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apt-get install -y \
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ros-jazzy-ros-base \
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ros-jazzy-rtabmap-ros \
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ros-jazzy-ros-environment \
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ros-jazzy-ament-cmake-auto \
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ros-jazzy-camera-info-manager \
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ros-jazzy-librealsense2 \
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python3-rosdep \
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python3-flake8-docstrings \
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python3-pip \
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python3-pytest-cov \
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ros-dev-tools && \
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apt-get remove -y ros-jazzy-rtabmap* libopencv* && \
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rosdep init && \
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rosdep update && \
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apt-get clean && rm -rf /var/lib/apt/lists/
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# Optional: MRPT
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RUN add-apt-repository ppa:joseluisblancoc/mrpt-stable -y && \
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apt-get update && apt install libmrpt-poses-dev -y && \
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apt-get clean && rm -rf /var/lib/apt/lists/
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# Optional: OpenCV with xfeatures2d, cuda and nonfree modules (use same version used by jazzy to avoid cv_bridge conflicts)
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RUN git clone -b 4.12.0 https://github.com/opencv/opencv_contrib.git && \
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git clone -b 4.12.0 https://github.com/opencv/opencv.git && \
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cd opencv && \
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mkdir build && \
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cd build && \
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cmake -DOPENCV_EXTRA_MODULES_PATH=/workspace/opencv_contrib/modules \
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-DCMAKE_CXX_STANDARD=17 \
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-DCMAKE_CUDA_STANDARD=17 \
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-DCMAKE_BUILD_TYPE=Release \
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-DBUILD_SHARED_LIBS=ON \
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-DBUILD_TESTS=OFF \
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-DBUILD_PERF_TESTS=OFF \
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-DOPENCV_ENABLE_NONFREE=ON \
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-DWITH_VTK=OFF \
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-DWITH_TBB=ON \
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-DWITH_CUDA=ON .. && \
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make -j6 && \
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make install && \
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cd /workspace && \
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rm -rf opencv opencv_contrib
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# Optional: OpenGV (multi-camera support)
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RUN git clone https://github.com/laurentkneip/opengv.git && \
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cd opengv && \
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git checkout 91f4b19c73450833a40e463ad3648aae80b3a7f3 && \
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wget https://gist.githubusercontent.com/matlabbe/a412cf7c4627253874f81a00745a7fbb/raw/accc3acf465d1ffd0304a46b17741f62d4d354ef/opengv_disable_march_native.patch && \
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git apply opengv_disable_march_native.patch && \
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mkdir build && \
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cd build && \
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cmake -DCMAKE_BUILD_TYPE=Release .. && \
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make -j6 && \
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make install && \
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cd /workspace && \
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rm -r opengv
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# Setup catkin workspace
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RUN mkdir -p ros2_ws/src
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COPY . ros2_ws/src/rtabmap_ros
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# Get rtabmap library
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# Create Superpoint model with current pytorch version
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# Setup Superglue
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# build ros packages (rebuild all packages depending on opencv)
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RUN source /opt/ros/jazzy/setup.bash && \
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git clone -b jazzy https://github.com/ros-perception/image_pipeline.git ros2_ws/src/image_pipeline && \
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git clone -b 4.1.0 https://github.com/ros-perception/vision_opencv.git ros2_ws/src/vision_opencv && \
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git clone -b jazzy https://github.com/ros-perception/image_transport_plugins.git ros2_ws/src/image_transport_plugins && \
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git clone -b r/4.56.4 https://github.com/IntelRealSense/realsense-ros.git ros2_ws/src/realsense-ros && \
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git clone https://github.com/introlab/rtabmap ros2_ws/src/rtabmap && \
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cd ros2_ws/src/rtabmap/archive/2022-IlluminationInvariant/scripts && \
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wget https://github.com/magicleap/SuperPointPretrainedNetwork/raw/master/superpoint_v1.pth && \
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wget https://raw.githubusercontent.com/magicleap/SuperPointPretrainedNetwork/master/demo_superpoint.py && \
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python3 trace.py && \
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mv superpoint_v1.pt /workspace/. && \
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cd /workspace && \
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git clone https://github.com/magicleap/SuperGluePretrainedNetwork && \
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cp ros2_ws/src/rtabmap/corelib/src/python/rtabmap_superglue.py SuperGluePretrainedNetwork/. && \
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cd ros2_ws && \
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export MAKEFLAGS="-j6" && \
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colcon build --install-base /usr/local/ros --event-handlers console_direct+ --cmake-args \
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--no-warn-unused-cli \
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-DTorch_DIR=/usr/local/lib/python3.12/dist-packages/torch/share/cmake/Torch \
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-DWITH_TORCH=ON \
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-DWITH_PYTHON=ON \
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-DRTABMAP_SYNC_MULTI_RGBD=ON \
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-DCMAKE_BUILD_TYPE=Release \
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-DBUILD_TESTING=OFF && \
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cd /workspace && \
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rm -rf ros2_ws
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# Setup ROS entrypoint
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RUN rm /bin/sh && ln -s /bin/bash /bin/sh
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RUN echo -e '#!/bin/bash\nset -e\n\n# setup ros2 environment\nsource "/opt/ros/jazzy/setup.bash"\nsource "/usr/local/ros/setup.bash"\nexec "$@"' > /ros_entrypoint.sh && \
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chmod +x /ros_entrypoint.sh
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ENTRYPOINT [ "/ros_entrypoint.sh" ]
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RUN source /ros_entrypoint.sh && ldconfig |