DockerFile

FROM "ubuntu"
RUN apt-get update && yes | apt-get upgrade
RUN apt-get update
RUN apt-get install -y git python-pip libsm6 libxrender-dev python-pil python-lxml protobuf-compiler
RUN mkdir -p /tensorflow/models

COPY ts-models/models /tensorflow/models
COPY edje-tutorial/TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10 /tensorflow/models/research/object_detection
COPY faster_rcnn_inception_v2_coco_2018_01_28.tar.gz /tensorflow/models/research/object_detection
COPY inference_graph /tensorflow/models/research/object_detection/inference_graph

WORKDIR /tensorflow/models/research/object_detection
RUN tar -xzf faster_rcnn_inception_v2_coco_2018_01_28.tar.gz

WORKDIR /tensorflow/models/research

RUN pip install tensorflow
RUN pip install jupyter
RUN pip install matplotlib
RUN pip install Cython
RUN pip install pandas
RUN pip install opencv-python

RUN protoc object_detection/protos/*.proto --python_out=.
RUN export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim

RUN python setup.py build
RUN python setup.py install

RUN jupyter notebook --generate-config --allow-root
RUN echo "c.NotebookApp.password = u'sha1:6a3f528eec40:6e896b6e4828f525a6e20e5411cd1c8075d68619'" >> /root/.jupyter/jupyter_notebook_config.py
EXPOSE 8888

CMD ["jupyter", "notebook", "--allow-root", "--notebook-dir=/tensorflow/models/research/object_detection", "--ip='*'", "--port=8888", "--no-browser"]