Dockerfile

### ----- INSTALL TENSORRT ----- ###
FROM nvcr.io/nvidia/tensorrt:19.05-py3

### ----- INSTALL TENSORRT OPEN SOURCE SOFTWARE ----- ###
# Install required libraries
RUN apt-get update && apt-get install -y --no-install-recommends \
    libcurl4-openssl-dev \
    wget \
    zlib1g-dev \
    git \
    pkg-config \
    python3 \
    python3-pip

RUN cd /usr/local/bin &&\
   ln -s /usr/bin/python3 python

# Install Cmake
RUN cd /tmp &&\
   wget https://github.com/Kitware/CMake/releases/download/v3.14.4/cmake-3.14.4-Linux-x86_64.sh &&\
   chmod +x cmake-3.14.4-Linux-x86_64.sh &&\
   ./cmake-3.14.4-Linux-x86_64.sh --prefix=/usr/local --exclude-subdir --skip-license &&\
   rm ./cmake-3.14.4-Linux-x86_64.sh

# Download TensorRT OSS
RUN cd /workspace &&\
  git clone -b release/5.1 https://github.com/nvidia/TensorRT TensorRT-OSS &&\
  cd TensorRT-OSS &&\
  git submodule update --init --recursive

# Build TensorRT OSS Components
RUN cd /workspace/TensorRT-OSS &&\
 mkdir -p build &&\
 cd build &&\
 cmake .. -DTRT_LIB_DIR=/usr/lib/x86_64-linux-gnu -DTRT_BIN_DIR=`pwd`/out &&\
 make -j$(nproc)

# Copy over files
RUN cd /workspace/TensorRT-OSS/build/out &&\
  cp *.so* /usr/lib/x86_64-linux-gnu/

### ----- INSTALL PACKAGES FOR RUNNING WEBCAM INFERENCE ----- ###

# Install OpenCV
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get install -y libsm6 libxext6 libxrender-dev python3-tk
RUN pip install opencv-python chrisapp
RUN pip install tensorflow-gpu==1.14 tensorflow==1.14

# Install miscellaneous Python packages
RUN /opt/tensorrt/python/python_setup.sh

# Export environment variable for webcam functionality
ENV QT_X11_NO_MITSHM=1

# Return to project directory and open a terminal

ENV APPROOT="/usr/src/objdect"
WORKDIR $APPROOT/SSD_Model
#COPY ["VOCdevkit", "${APPROOT}/VOCdevkit"]
COPY ["SSD_Model", "${APPROOT}/SSD_Model"]

ENTRYPOINT ["python3"]