mitesh21/tensorflow repository overview

FROM "ubuntu:bionic" RUN apt-get update && yes | apt-get upgrade Create Dockerfile with below content

RUN mkdir -p /tensorflow/models RUN apt-get install -y git python-pip RUN pip install --upgrade pip RUN pip install tensorflow RUN apt-get install -y 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=0.0.0.0", "--port=8888", "--no-browser"]

Build image with below command: docker build -t tensorflow .

Run Image with below command: docker run -itd --name tensorflow -p 8888:8888 -d tensorflow