├── LICENSE ├── README.md ├── ubuntu-18.04 ├── opencv-3.3.1 │ └── cuda-10.0 │ │ └── devel │ │ └── Dockerfile ├── opencv-4.1 │ ├── cuda-10.1 │ │ └── devel │ │ │ └── Dockerfile │ └── cuda-10.2 │ │ └── devel │ │ └── Dockerfile ├── opencv-4.2 │ ├── cuda-10.1 │ │ └── devel │ │ │ └── Dockerfile │ └── cuda-10.2 │ │ └── devel │ │ └── Dockerfile └── opencv-4.3 │ ├── cuda-10.1 │ └── devel │ │ └── Dockerfile │ └── cuda-10.2 │ └── devel │ └── Dockerfile └── ubuntu-20.04 ├── opencv-4.5.3 └── cuda-11.4.1 │ └── Dockerfile └── opencv-4.5 └── cuda-11.1 └── Dockerfile /LICENSE: -------------------------------------------------------------------------------- 1 | Copyright © 2020 Julian Aßmann 2 | 3 | Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: 4 | 5 | The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. 6 | 7 | THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # OpenCV with CUDA Docker Image 2 | This repository contains Dockerfiles for creating Docker images of the [OpenCV](https://opencv.org/) computer vision library with [NVIDIA CUDA](https://developer.nvidia.com/cuda-zone) support based on the [official CUDA images](https://hub.docker.com/r/nvidia/cuda/). 3 | The images contain the [opencv_contrib](https://github.com/opencv/opencv_contrib) modules and Python bindings. 4 | 5 | Currently the images are based on the development (`devel`) version of the [images from Nvidia](https://hub.docker.com/r/nvidia/cuda/), so all the development tools are installed as well. It is on my TODO-List to include `base` and `runtime` versions corresponding to those from the Nvidia repository. 6 | 7 | ## Requirements 8 | To build and run these containers leveraging NVIDIA GPUs, you need a Nvidia GPU, [Docker](https://docs.docker.com/get-docker/) and the [NVIDIA Container Toolkit](https://github.com/NVIDIA/nvidia-docker). 9 | 10 | ## Run 11 | ```bash 12 | docker run julianassmann/opencv-cuda:cuda--opencv- 13 | ``` 14 | e. g. 15 | ```bash 16 | docker run julianassmann/opencv-cuda:cuda-10.2-opencv-4.2 17 | ``` 18 | 19 | ## Building 20 | Navigate to the directory corresponding with the correct versions for Ubuntu, CUDA and OpenCV respectively you want to build and run 21 | ```bash 22 | docker build -t . 23 | ``` 24 | -------------------------------------------------------------------------------- /ubuntu-18.04/opencv-3.3.1/cuda-10.0/devel/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM nvidia/cuda:10.0-devel-ubuntu18.04 2 | 3 | ARG OPENCV_VERSION=3.3.1 4 | 5 | RUN apt-get update && apt-get upgrade -y &&\ 6 | # Install build tools, build dependencies and python 7 | apt-get install -y \ 8 | python-pip \ 9 | build-essential \ 10 | cmake \ 11 | git \ 12 | wget \ 13 | unzip \ 14 | yasm \ 15 | pkg-config \ 16 | libswscale-dev \ 17 | libtbb2 \ 18 | libtbb-dev \ 19 | libjpeg-dev \ 20 | libpng-dev \ 21 | libtiff-dev \ 22 | libavformat-dev \ 23 | libpq-dev \ 24 | libxine2-dev \ 25 | libglew-dev \ 26 | libtiff5-dev \ 27 | zlib1g-dev \ 28 | libjpeg-dev \ 29 | libavcodec-dev \ 30 | libavformat-dev \ 31 | libavutil-dev \ 32 | libpostproc-dev \ 33 | libswscale-dev \ 34 | libeigen3-dev \ 35 | libtbb-dev \ 36 | libgtk2.0-dev \ 37 | pkg-config \ 38 | ## Python 39 | python-dev \ 40 | python-numpy \ 41 | python3-dev \ 42 | python3-numpy \ 43 | && rm -rf /var/lib/apt/lists/* 44 | 45 | RUN cd /opt/ &&\ 46 | # Download and unzip OpenCV and opencv_contrib and delte zip files 47 | wget https://github.com/opencv/opencv/archive/$OPENCV_VERSION.zip &&\ 48 | unzip $OPENCV_VERSION.zip &&\ 49 | rm $OPENCV_VERSION.zip &&\ 50 | wget https://github.com/opencv/opencv_contrib/archive/$OPENCV_VERSION.zip &&\ 51 | unzip ${OPENCV_VERSION}.zip &&\ 52 | rm ${OPENCV_VERSION}.zip &&\ 53 | # Create build folder and switch to it 54 | mkdir /opt/opencv-${OPENCV_VERSION}/build && cd /opt/opencv-${OPENCV_VERSION}/build &&\ 55 | # Cmake configure 56 | cmake \ 57 | -DOPENCV_EXTRA_MODULES_PATH=/opt/opencv_contrib-${OPENCV_VERSION}/modules \ 58 | -DWITH_CUDA=ON \ 59 | -DCMAKE_BUILD_TYPE=RELEASE \ 60 | # Install path will be /usr/local/lib (lib is implicit) 61 | -DCMAKE_INSTALL_PREFIX=/usr/local \ 62 | .. &&\ 63 | # Make 64 | make -j"$(nproc)" && \ 65 | # Install to /usr/local/lib 66 | make install && \ 67 | ldconfig &&\ 68 | # Remove OpenCV sources and build folder 69 | rm -rf /opt/opencv-${OPENCV_VERSION} && rm -rf /opt/opencv_contrib-${OPENCV_VERSION} -------------------------------------------------------------------------------- /ubuntu-18.04/opencv-4.1/cuda-10.1/devel/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM nvidia/cuda:10.1-devel-ubuntu18.04 2 | 3 | ARG OPENCV_VERSION=4.1.0 4 | 5 | RUN apt-get update && apt-get upgrade -y &&\ 6 | # Install build tools, build dependencies and python 7 | apt-get install -y \ 8 | python-pip \ 9 | build-essential \ 10 | cmake \ 11 | git \ 12 | wget \ 13 | unzip \ 14 | yasm \ 15 | pkg-config \ 16 | libswscale-dev \ 17 | libtbb2 \ 18 | libtbb-dev \ 19 | libjpeg-dev \ 20 | libpng-dev \ 21 | libtiff-dev \ 22 | libavformat-dev \ 23 | libpq-dev \ 24 | libxine2-dev \ 25 | libglew-dev \ 26 | libtiff5-dev \ 27 | zlib1g-dev \ 28 | libjpeg-dev \ 29 | libavcodec-dev \ 30 | libavformat-dev \ 31 | libavutil-dev \ 32 | libpostproc-dev \ 33 | libswscale-dev \ 34 | libeigen3-dev \ 35 | libtbb-dev \ 36 | libgtk2.0-dev \ 37 | pkg-config \ 38 | ## Python 39 | python-dev \ 40 | python-numpy \ 41 | python3-dev \ 42 | python3-numpy \ 43 | && rm -rf /var/lib/apt/lists/* 44 | 45 | RUN cd /opt/ &&\ 46 | # Download and unzip OpenCV and opencv_contrib and delte zip files 47 | wget https://github.com/opencv/opencv/archive/$OPENCV_VERSION.zip &&\ 48 | unzip $OPENCV_VERSION.zip &&\ 49 | rm $OPENCV_VERSION.zip &&\ 50 | wget https://github.com/opencv/opencv_contrib/archive/$OPENCV_VERSION.zip &&\ 51 | unzip ${OPENCV_VERSION}.zip &&\ 52 | rm ${OPENCV_VERSION}.zip &&\ 53 | # Create build folder and switch to it 54 | mkdir /opt/opencv-${OPENCV_VERSION}/build && cd /opt/opencv-${OPENCV_VERSION}/build &&\ 55 | # Cmake configure 56 | cmake \ 57 | -DOPENCV_EXTRA_MODULES_PATH=/opt/opencv_contrib-${OPENCV_VERSION}/modules \ 58 | -DWITH_CUDA=ON \ 59 | -DCMAKE_BUILD_TYPE=RELEASE \ 60 | # Install path will be /usr/local/lib (lib is implicit) 61 | -DCMAKE_INSTALL_PREFIX=/usr/local \ 62 | .. &&\ 63 | # Make 64 | make -j"$(nproc)" && \ 65 | # Install to /usr/local/lib 66 | make install && \ 67 | ldconfig &&\ 68 | # Remove OpenCV sources and build folder 69 | rm -rf /opt/opencv-${OPENCV_VERSION} && rm -rf /opt/opencv_contrib-${OPENCV_VERSION} -------------------------------------------------------------------------------- /ubuntu-18.04/opencv-4.1/cuda-10.2/devel/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM nvidia/cuda:10.2-devel-ubuntu18.04 2 | 3 | ARG OPENCV_VERSION=4.1.0 4 | 5 | RUN apt-get update && apt-get upgrade -y &&\ 6 | # Install build tools, build dependencies and python 7 | apt-get install -y \ 8 | python-pip \ 9 | build-essential \ 10 | cmake \ 11 | git \ 12 | wget \ 13 | unzip \ 14 | yasm \ 15 | pkg-config \ 16 | libswscale-dev \ 17 | libtbb2 \ 18 | libtbb-dev \ 19 | libjpeg-dev \ 20 | libpng-dev \ 21 | libtiff-dev \ 22 | libavformat-dev \ 23 | libpq-dev \ 24 | libxine2-dev \ 25 | libglew-dev \ 26 | libtiff5-dev \ 27 | zlib1g-dev \ 28 | libjpeg-dev \ 29 | libavcodec-dev \ 30 | libavformat-dev \ 31 | libavutil-dev \ 32 | libpostproc-dev \ 33 | libswscale-dev \ 34 | libeigen3-dev \ 35 | libtbb-dev \ 36 | libgtk2.0-dev \ 37 | pkg-config \ 38 | ## Python 39 | python-dev \ 40 | python-numpy \ 41 | python3-dev \ 42 | python3-numpy \ 43 | && rm -rf /var/lib/apt/lists/* 44 | 45 | RUN cd /opt/ &&\ 46 | # Download and unzip OpenCV and opencv_contrib and delte zip files 47 | wget https://github.com/opencv/opencv/archive/$OPENCV_VERSION.zip &&\ 48 | unzip $OPENCV_VERSION.zip &&\ 49 | rm $OPENCV_VERSION.zip &&\ 50 | wget https://github.com/opencv/opencv_contrib/archive/$OPENCV_VERSION.zip &&\ 51 | unzip ${OPENCV_VERSION}.zip &&\ 52 | rm ${OPENCV_VERSION}.zip &&\ 53 | # Create build folder and switch to it 54 | mkdir /opt/opencv-${OPENCV_VERSION}/build && cd /opt/opencv-${OPENCV_VERSION}/build &&\ 55 | # Cmake configure 56 | cmake \ 57 | -DOPENCV_EXTRA_MODULES_PATH=/opt/opencv_contrib-${OPENCV_VERSION}/modules \ 58 | -DWITH_CUDA=ON \ 59 | -DCMAKE_BUILD_TYPE=RELEASE \ 60 | # Install path will be /usr/local/lib (lib is implicit) 61 | -DCMAKE_INSTALL_PREFIX=/usr/local \ 62 | .. &&\ 63 | # Make 64 | make -j"$(nproc)" && \ 65 | # Install to /usr/local/lib 66 | make install && \ 67 | ldconfig &&\ 68 | # Remove OpenCV sources and build folder 69 | rm -rf /opt/opencv-${OPENCV_VERSION} && rm -rf /opt/opencv_contrib-${OPENCV_VERSION} -------------------------------------------------------------------------------- /ubuntu-18.04/opencv-4.2/cuda-10.1/devel/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM nvidia/cuda:10.1-devel-ubuntu18.04 2 | 3 | ARG OPENCV_VERSION=4.2.0 4 | 5 | RUN apt-get update && apt-get upgrade -y &&\ 6 | # Install build tools, build dependencies and python 7 | apt-get install -y \ 8 | python-pip \ 9 | build-essential \ 10 | cmake \ 11 | git \ 12 | wget \ 13 | unzip \ 14 | yasm \ 15 | pkg-config \ 16 | libswscale-dev \ 17 | libtbb2 \ 18 | libtbb-dev \ 19 | libjpeg-dev \ 20 | libpng-dev \ 21 | libtiff-dev \ 22 | libavformat-dev \ 23 | libpq-dev \ 24 | libxine2-dev \ 25 | libglew-dev \ 26 | libtiff5-dev \ 27 | zlib1g-dev \ 28 | libjpeg-dev \ 29 | libavcodec-dev \ 30 | libavformat-dev \ 31 | libavutil-dev \ 32 | libpostproc-dev \ 33 | libswscale-dev \ 34 | libeigen3-dev \ 35 | libtbb-dev \ 36 | libgtk2.0-dev \ 37 | pkg-config \ 38 | ## Python 39 | python-dev \ 40 | python-numpy \ 41 | python3-dev \ 42 | python3-numpy \ 43 | && rm -rf /var/lib/apt/lists/* 44 | 45 | RUN cd /opt/ &&\ 46 | # Download and unzip OpenCV and opencv_contrib and delte zip files 47 | wget https://github.com/opencv/opencv/archive/$OPENCV_VERSION.zip &&\ 48 | unzip $OPENCV_VERSION.zip &&\ 49 | rm $OPENCV_VERSION.zip &&\ 50 | wget https://github.com/opencv/opencv_contrib/archive/$OPENCV_VERSION.zip &&\ 51 | unzip ${OPENCV_VERSION}.zip &&\ 52 | rm ${OPENCV_VERSION}.zip &&\ 53 | # Create build folder and switch to it 54 | mkdir /opt/opencv-${OPENCV_VERSION}/build && cd /opt/opencv-${OPENCV_VERSION}/build &&\ 55 | # Cmake configure 56 | cmake \ 57 | -DOPENCV_EXTRA_MODULES_PATH=/opt/opencv_contrib-${OPENCV_VERSION}/modules \ 58 | -DWITH_CUDA=ON \ 59 | -DCMAKE_BUILD_TYPE=RELEASE \ 60 | # Install path will be /usr/local/lib (lib is implicit) 61 | -DCMAKE_INSTALL_PREFIX=/usr/local \ 62 | .. &&\ 63 | # Make 64 | make -j"$(nproc)" && \ 65 | # Install to /usr/local/lib 66 | make install && \ 67 | ldconfig &&\ 68 | # Remove OpenCV sources and build folder 69 | rm -rf /opt/opencv-${OPENCV_VERSION} && rm -rf /opt/opencv_contrib-${OPENCV_VERSION} -------------------------------------------------------------------------------- /ubuntu-18.04/opencv-4.2/cuda-10.2/devel/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM nvidia/cuda:10.2-devel-ubuntu18.04 2 | 3 | ARG OPENCV_VERSION=4.2.0 4 | 5 | RUN apt-get update && apt-get upgrade -y &&\ 6 | # Install build tools, build dependencies and python 7 | apt-get install -y \ 8 | python-pip \ 9 | build-essential \ 10 | cmake \ 11 | git \ 12 | wget \ 13 | unzip \ 14 | yasm \ 15 | pkg-config \ 16 | libswscale-dev \ 17 | libtbb2 \ 18 | libtbb-dev \ 19 | libjpeg-dev \ 20 | libpng-dev \ 21 | libtiff-dev \ 22 | libavformat-dev \ 23 | libpq-dev \ 24 | libxine2-dev \ 25 | libglew-dev \ 26 | libtiff5-dev \ 27 | zlib1g-dev \ 28 | libjpeg-dev \ 29 | libavcodec-dev \ 30 | libavformat-dev \ 31 | libavutil-dev \ 32 | libpostproc-dev \ 33 | libswscale-dev \ 34 | libeigen3-dev \ 35 | libtbb-dev \ 36 | libgtk2.0-dev \ 37 | pkg-config \ 38 | ## Python 39 | python-dev \ 40 | python-numpy \ 41 | python3-dev \ 42 | python3-numpy \ 43 | && rm -rf /var/lib/apt/lists/* 44 | 45 | RUN cd /opt/ &&\ 46 | # Download and unzip OpenCV and opencv_contrib and delte zip files 47 | wget https://github.com/opencv/opencv/archive/$OPENCV_VERSION.zip &&\ 48 | unzip $OPENCV_VERSION.zip &&\ 49 | rm $OPENCV_VERSION.zip &&\ 50 | wget https://github.com/opencv/opencv_contrib/archive/$OPENCV_VERSION.zip &&\ 51 | unzip ${OPENCV_VERSION}.zip &&\ 52 | rm ${OPENCV_VERSION}.zip &&\ 53 | # Create build folder and switch to it 54 | mkdir /opt/opencv-${OPENCV_VERSION}/build && cd /opt/opencv-${OPENCV_VERSION}/build &&\ 55 | # Cmake configure 56 | cmake \ 57 | -DOPENCV_EXTRA_MODULES_PATH=/opt/opencv_contrib-${OPENCV_VERSION}/modules \ 58 | -DWITH_CUDA=ON \ 59 | -DCMAKE_BUILD_TYPE=RELEASE \ 60 | # Install path will be /usr/local/lib (lib is implicit) 61 | -DCMAKE_INSTALL_PREFIX=/usr/local \ 62 | .. &&\ 63 | # Make 64 | make -j"$(nproc)" && \ 65 | # Install to /usr/local/lib 66 | make install && \ 67 | ldconfig &&\ 68 | # Remove OpenCV sources and build folder 69 | rm -rf /opt/opencv-${OPENCV_VERSION} && rm -rf /opt/opencv_contrib-${OPENCV_VERSION} -------------------------------------------------------------------------------- /ubuntu-18.04/opencv-4.3/cuda-10.1/devel/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM nvidia/cuda:10.1-devel-ubuntu18.04 2 | 3 | ARG OPENCV_VERSION=4.3.0 4 | 5 | RUN apt-get update && apt-get upgrade -y &&\ 6 | # Install build tools, build dependencies and python 7 | apt-get install -y \ 8 | python-pip \ 9 | build-essential \ 10 | cmake \ 11 | git \ 12 | wget \ 13 | unzip \ 14 | yasm \ 15 | pkg-config \ 16 | libswscale-dev \ 17 | libtbb2 \ 18 | libtbb-dev \ 19 | libjpeg-dev \ 20 | libpng-dev \ 21 | libtiff-dev \ 22 | libavformat-dev \ 23 | libpq-dev \ 24 | libxine2-dev \ 25 | libglew-dev \ 26 | libtiff5-dev \ 27 | zlib1g-dev \ 28 | libjpeg-dev \ 29 | libavcodec-dev \ 30 | libavformat-dev \ 31 | libavutil-dev \ 32 | libpostproc-dev \ 33 | libswscale-dev \ 34 | libeigen3-dev \ 35 | libtbb-dev \ 36 | libgtk2.0-dev \ 37 | pkg-config \ 38 | ## Python 39 | python-dev \ 40 | python-numpy \ 41 | python3-dev \ 42 | python3-numpy \ 43 | && rm -rf /var/lib/apt/lists/* 44 | 45 | RUN cd /opt/ &&\ 46 | # Download and unzip OpenCV and opencv_contrib and delte zip files 47 | wget https://github.com/opencv/opencv/archive/$OPENCV_VERSION.zip &&\ 48 | unzip $OPENCV_VERSION.zip &&\ 49 | rm $OPENCV_VERSION.zip &&\ 50 | wget https://github.com/opencv/opencv_contrib/archive/$OPENCV_VERSION.zip &&\ 51 | unzip ${OPENCV_VERSION}.zip &&\ 52 | rm ${OPENCV_VERSION}.zip &&\ 53 | # Create build folder and switch to it 54 | mkdir /opt/opencv-${OPENCV_VERSION}/build && cd /opt/opencv-${OPENCV_VERSION}/build &&\ 55 | # Cmake configure 56 | cmake \ 57 | -DOPENCV_EXTRA_MODULES_PATH=/opt/opencv_contrib-${OPENCV_VERSION}/modules \ 58 | -DWITH_CUDA=ON \ 59 | -DCMAKE_BUILD_TYPE=RELEASE \ 60 | # Install path will be /usr/local/lib (lib is implicit) 61 | -DCMAKE_INSTALL_PREFIX=/usr/local \ 62 | .. &&\ 63 | # Make 64 | make -j"$(nproc)" && \ 65 | # Install to /usr/local/lib 66 | make install && \ 67 | ldconfig &&\ 68 | # Remove OpenCV sources and build folder 69 | rm -rf /opt/opencv-${OPENCV_VERSION} && rm -rf /opt/opencv_contrib-${OPENCV_VERSION} -------------------------------------------------------------------------------- /ubuntu-18.04/opencv-4.3/cuda-10.2/devel/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM nvidia/cuda:10.2-devel-ubuntu18.04 2 | 3 | ARG OPENCV_VERSION=4.3.0 4 | 5 | RUN apt-get update && apt-get upgrade -y &&\ 6 | # Install build tools, build dependencies and python 7 | apt-get install -y \ 8 | python-pip \ 9 | build-essential \ 10 | cmake \ 11 | git \ 12 | wget \ 13 | unzip \ 14 | yasm \ 15 | pkg-config \ 16 | libswscale-dev \ 17 | libtbb2 \ 18 | libtbb-dev \ 19 | libjpeg-dev \ 20 | libpng-dev \ 21 | libtiff-dev \ 22 | libavformat-dev \ 23 | libpq-dev \ 24 | libxine2-dev \ 25 | libglew-dev \ 26 | libtiff5-dev \ 27 | zlib1g-dev \ 28 | libjpeg-dev \ 29 | libavcodec-dev \ 30 | libavformat-dev \ 31 | libavutil-dev \ 32 | libpostproc-dev \ 33 | libswscale-dev \ 34 | libeigen3-dev \ 35 | libtbb-dev \ 36 | libgtk2.0-dev \ 37 | pkg-config \ 38 | ## Python 39 | python-dev \ 40 | python-numpy \ 41 | python3-dev \ 42 | python3-numpy \ 43 | && rm -rf /var/lib/apt/lists/* 44 | 45 | RUN cd /opt/ &&\ 46 | # Download and unzip OpenCV and opencv_contrib and delte zip files 47 | wget https://github.com/opencv/opencv/archive/$OPENCV_VERSION.zip &&\ 48 | unzip $OPENCV_VERSION.zip &&\ 49 | rm $OPENCV_VERSION.zip &&\ 50 | wget https://github.com/opencv/opencv_contrib/archive/$OPENCV_VERSION.zip &&\ 51 | unzip ${OPENCV_VERSION}.zip &&\ 52 | rm ${OPENCV_VERSION}.zip &&\ 53 | # Create build folder and switch to it 54 | mkdir /opt/opencv-${OPENCV_VERSION}/build && cd /opt/opencv-${OPENCV_VERSION}/build &&\ 55 | # Cmake configure 56 | cmake \ 57 | -DOPENCV_EXTRA_MODULES_PATH=/opt/opencv_contrib-${OPENCV_VERSION}/modules \ 58 | -DWITH_CUDA=ON \ 59 | -DCMAKE_BUILD_TYPE=RELEASE \ 60 | # Install path will be /usr/local/lib (lib is implicit) 61 | -DCMAKE_INSTALL_PREFIX=/usr/local \ 62 | .. &&\ 63 | # Make 64 | make -j"$(nproc)" && \ 65 | # Install to /usr/local/lib 66 | make install && \ 67 | ldconfig &&\ 68 | # Remove OpenCV sources and build folder 69 | rm -rf /opt/opencv-${OPENCV_VERSION} && rm -rf /opt/opencv_contrib-${OPENCV_VERSION} -------------------------------------------------------------------------------- /ubuntu-20.04/opencv-4.5.3/cuda-11.4.1/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM nvidia/cuda:11.4.1-devel-ubuntu20.04 2 | 3 | ARG DEBIAN_FRONTEND=noninteractive 4 | ARG OPENCV_VERSION=4.5.3 5 | 6 | RUN apt-get update && apt-get upgrade -y &&\ 7 | # Install build tools, build dependencies and python 8 | apt-get install -y \ 9 | python3-pip \ 10 | build-essential \ 11 | cmake \ 12 | git \ 13 | wget \ 14 | unzip \ 15 | yasm \ 16 | pkg-config \ 17 | libswscale-dev \ 18 | libtbb2 \ 19 | libtbb-dev \ 20 | libjpeg-dev \ 21 | libpng-dev \ 22 | libtiff-dev \ 23 | libavformat-dev \ 24 | libpq-dev \ 25 | libxine2-dev \ 26 | libglew-dev \ 27 | libtiff5-dev \ 28 | zlib1g-dev \ 29 | libjpeg-dev \ 30 | libavcodec-dev \ 31 | libavformat-dev \ 32 | libavutil-dev \ 33 | libpostproc-dev \ 34 | libswscale-dev \ 35 | libeigen3-dev \ 36 | libtbb-dev \ 37 | libgtk2.0-dev \ 38 | pkg-config \ 39 | ## Python 40 | python3-dev \ 41 | python3-numpy \ 42 | && rm -rf /var/lib/apt/lists/* 43 | 44 | RUN cd /opt/ &&\ 45 | # Download and unzip OpenCV and opencv_contrib and delte zip files 46 | wget https://github.com/opencv/opencv/archive/$OPENCV_VERSION.zip &&\ 47 | unzip $OPENCV_VERSION.zip &&\ 48 | rm $OPENCV_VERSION.zip &&\ 49 | wget https://github.com/opencv/opencv_contrib/archive/$OPENCV_VERSION.zip &&\ 50 | unzip ${OPENCV_VERSION}.zip &&\ 51 | rm ${OPENCV_VERSION}.zip &&\ 52 | # Create build folder and switch to it 53 | mkdir /opt/opencv-${OPENCV_VERSION}/build && cd /opt/opencv-${OPENCV_VERSION}/build &&\ 54 | # Cmake configure 55 | cmake \ 56 | -DOPENCV_EXTRA_MODULES_PATH=/opt/opencv_contrib-${OPENCV_VERSION}/modules \ 57 | -DWITH_CUDA=ON \ 58 | -DCUDA_ARCH_BIN=7.5,8.0,8.6 \ 59 | -DCMAKE_BUILD_TYPE=RELEASE \ 60 | # Install path will be /usr/local/lib (lib is implicit) 61 | -DCMAKE_INSTALL_PREFIX=/usr/local \ 62 | .. &&\ 63 | # Make 64 | make -j"$(nproc)" && \ 65 | # Install to /usr/local/lib 66 | make install && \ 67 | ldconfig &&\ 68 | # Remove OpenCV sources and build folder 69 | rm -rf /opt/opencv-${OPENCV_VERSION} && rm -rf /opt/opencv_contrib-${OPENCV_VERSION} 70 | -------------------------------------------------------------------------------- /ubuntu-20.04/opencv-4.5/cuda-11.1/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM nvidia/cuda:11.1-devel-ubuntu20.04 2 | 3 | ARG OPENCV_VERSION=4.5.0 4 | 5 | RUN apt-get update && apt-get upgrade -y &&\ 6 | # Install build tools, build dependencies and python 7 | apt-get install -y \ 8 | python3-pip \ 9 | build-essential \ 10 | cmake \ 11 | git \ 12 | wget \ 13 | unzip \ 14 | yasm \ 15 | pkg-config \ 16 | libswscale-dev \ 17 | libtbb2 \ 18 | libtbb-dev \ 19 | libjpeg-dev \ 20 | libpng-dev \ 21 | libtiff-dev \ 22 | libavformat-dev \ 23 | libpq-dev \ 24 | libxine2-dev \ 25 | libglew-dev \ 26 | libtiff5-dev \ 27 | zlib1g-dev \ 28 | libjpeg-dev \ 29 | libavcodec-dev \ 30 | libavformat-dev \ 31 | libavutil-dev \ 32 | libpostproc-dev \ 33 | libswscale-dev \ 34 | libeigen3-dev \ 35 | libtbb-dev \ 36 | libgtk2.0-dev \ 37 | pkg-config \ 38 | ## Python 39 | python3-dev \ 40 | python3-numpy \ 41 | && rm -rf /var/lib/apt/lists/* 42 | 43 | RUN cd /opt/ &&\ 44 | # Download and unzip OpenCV and opencv_contrib and delte zip files 45 | wget https://github.com/opencv/opencv/archive/$OPENCV_VERSION.zip &&\ 46 | unzip $OPENCV_VERSION.zip &&\ 47 | rm $OPENCV_VERSION.zip &&\ 48 | wget https://github.com/opencv/opencv_contrib/archive/$OPENCV_VERSION.zip &&\ 49 | unzip ${OPENCV_VERSION}.zip &&\ 50 | rm ${OPENCV_VERSION}.zip &&\ 51 | # Create build folder and switch to it 52 | mkdir /opt/opencv-${OPENCV_VERSION}/build && cd /opt/opencv-${OPENCV_VERSION}/build &&\ 53 | # Cmake configure 54 | cmake \ 55 | -DOPENCV_EXTRA_MODULES_PATH=/opt/opencv_contrib-${OPENCV_VERSION}/modules \ 56 | -DWITH_CUDA=ON \ 57 | -DCMAKE_BUILD_TYPE=RELEASE \ 58 | # Install path will be /usr/local/lib (lib is implicit) 59 | -DCMAKE_INSTALL_PREFIX=/usr/local \ 60 | .. &&\ 61 | # Make 62 | make -j"$(nproc)" && \ 63 | # Install to /usr/local/lib 64 | make install && \ 65 | ldconfig &&\ 66 | # Remove OpenCV sources and build folder 67 | rm -rf /opt/opencv-${OPENCV_VERSION} && rm -rf /opt/opencv_contrib-${OPENCV_VERSION} 68 | --------------------------------------------------------------------------------