yolov11-cuda/Dockerfile.base at main · RTae/yolov11-cuda · GitHub

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# Use NVIDIA TensorRT base image
FROM nvcr.io/nvidia/tensorrt:24.11-py3

# Set environment variables
ENV DEBIAN_FRONTEND=noninteractive
ENV TZ=Etc/UTC

# Install dependencies for Python 3.11 and OpenCV
RUN apt-get update && apt-get install -y --no-install-recommends \
    software-properties-common \
    build-essential cmake git wget unzip yasm \
    libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev \
    libtbb-dev libjpeg-dev libpng-dev libtiff-dev \
    libdc1394-dev libv4l-dev libopenblas-dev liblapack-dev libatlas-base-dev gfortran \
    ffmpeg libsm6 libxext6 g++ \
    && add-apt-repository -y ppa:deadsnakes/ppa \
    && apt-get update && apt-get install -y python3.11 python3.11-dev python3.11-distutils \
    && rm -rf /var/lib/apt/lists/*

# Set Python 3.11 as the default for both `python3` and `python`
RUN ln -sf /usr/bin/python3.11 /usr/bin/python3 && \
    ln -sf /usr/bin/python3.11 /usr/bin/python

# Install pip for Python 3.11
RUN wget https://bootstrap.pypa.io/get-pip.py \
    && python3 get-pip.py \
    && rm get-pip.py

# Clone OpenCV 5.x repositories
WORKDIR /tmp
RUN git clone --branch 5.x --depth 1 https://github.com/opencv/opencv.git \
    && git clone --branch 5.x --depth 1 https://github.com/opencv/opencv_contrib.git

# Build and install OpenCV 5.x with CUDA support for Python 3.11
WORKDIR /tmp/opencv/build
RUN cmake -D CMAKE_BUILD_TYPE=Release \
          -D CMAKE_INSTALL_PREFIX=/usr/local \
          -D OPENCV_EXTRA_MODULES_PATH=/tmp/opencv_contrib/modules \
          -D WITH_CUDA=ON \
          -D ENABLE_FAST_MATH=1 \
          -D CUDA_FAST_MATH=1 \
          -D WITH_CUBLAS=1 \
          -D BUILD_opencv_python3=ON \
          -D BUILD_opencv_python2=OFF \
          -D PYTHON3_EXECUTABLE=$(which python3) \
          -D PYTHON3_INCLUDE_DIR=/usr/include/python3.11 \
          -D PYTHON3_LIBRARY=/usr/lib/x86_64-linux-gnu/libpython3.11.so \
          -D WITH_QT=OFF \
          -D WITH_GTK=ON \
          -D BUILD_TESTS=OFF \
          -D BUILD_EXAMPLES=OFF \
          -D CUDA_ARCH_BIN=7.5 \
          -D CUDA_ARCH_PTX= \
          ../
RUN make -j$(nproc) && make install && ldconfig

# Clean up to reduce image size
RUN rm -rf /tmp/opencv /tmp/opencv_contrib

# Set working directory
WORKDIR /workspace