Dockerfile

FROM ubuntu
MAINTAINER Sameer Mahabole <sameer.mahabole@gmail.com>

RUN apt-get update && yes | apt-get upgrade

RUN mkdir -p /tensorflow/models

RUN apt-get install -y git python-pip vim

# Better to install with system package manager for their complex dependencies.
RUN apt-get install -y python-matplotlib python-pandas

RUN pip install --upgrade pip


RUN pip install tensorflow

RUN apt-get install protobuf-compiler python-pil python-lxml
RUN pip install jupyter
# RUN pip install matplotlib

RUN git clone https://github.com/tensorflow/models.git /tensorflow/models


WORKDIR /tensorflow/models/research
RUN protoc object_detection/protos/*.proto --python_out=.
RUN export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim
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"]