64 lines
1.7 KiB
Docker
64 lines
1.7 KiB
Docker
FROM python:3.10-slim
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# Install system dependencies for OpenCV and GStreamer
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RUN apt-get update && apt-get install -y \
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build-essential \
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cmake \
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git \
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libgtk2.0-dev \
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pkg-config \
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libavcodec-dev \
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libavformat-dev \
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libswscale-dev \
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libv4l-dev \
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libxvidcore-dev \
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libx264-dev \
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libjpeg-dev \
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libpng-dev \
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libtiff-dev \
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gfortran \
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openexr \
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libatlas-base-dev \
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python3-dev \
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libgstreamer1.0-dev \
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libgstreamer-plugins-base1.0-dev \
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gstreamer1.0-tools \
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gstreamer1.0-plugins-good \
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gstreamer1.0-plugins-bad \
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gstreamer1.0-plugins-ugly \
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gstreamer1.0-libav \
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&& rm -rf /var/lib/apt/lists/*
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# Install numpy separately to avoid recompilation during opencv build
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RUN pip install numpy
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# Clone OpenCV and OpenCV contrib
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WORKDIR /opt
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RUN git clone --branch 4.8.0 https://github.com/opencv/opencv.git && \
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git clone --branch 4.8.0 https://github.com/opencv/opencv_contrib.git
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# Build OpenCV with GStreamer support
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WORKDIR /opt/opencv/build
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RUN cmake -D CMAKE_BUILD_TYPE=Release \
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-D CMAKE_INSTALL_PREFIX=/usr/local \
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-D OPENCV_EXTRA_MODULES_PATH=/opt/opencv_contrib/modules \
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-D WITH_GSTREAMER=ON \
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-D WITH_V4L=ON \
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-D WITH_LIBV4L=ON \
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-D BUILD_opencv_python3=ON \
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-D BUILD_opencv_python2=OFF \
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-D BUILD_EXAMPLES=OFF \
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-D BUILD_TESTS=OFF \
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-D BUILD_PERF_TESTS=OFF \
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-D PYTHON_EXECUTABLE=$(which python3) \
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.. && \
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make -j"$(nproc)" && \
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make install && \
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ldconfig
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RUN pip install redis mediapipe==0.10.9
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COPY preprocess.py /app/preprocess.py
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COPY efficientdet_lite2.tflite /app/efficientdet_lite2.tflite
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CMD ["python3", "/app/preprocess.py"]
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