prepare to divide

CODE_OF_CONDUCT.md

@@ -0,0 +1,76 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+In the interest of fostering an open and welcoming environment, we as
+contributors and maintainers pledge to making participation in our project and
+our community a harassment-free experience for everyone, regardless of age, body
+size, disability, ethnicity, sex characteristics, gender identity and expression,
+level of experience, education, socio-economic status, nationality, personal
+appearance, race, religion, or sexual identity and orientation.
+
+## Our Standards
+
+Examples of behavior that contributes to creating a positive environment
+include:
+
+* Using welcoming and inclusive language
+* Being respectful of differing viewpoints and experiences
+* Gracefully accepting constructive criticism
+* Focusing on what is best for the community
+* Showing empathy towards other community members
+
+Examples of unacceptable behavior by participants include:
+
+* The use of sexualized language or imagery and unwelcome sexual attention or
+ advances
+* Trolling, insulting/derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or electronic
+ address, without explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+ professional setting
+
+## Our Responsibilities
+
+Project maintainers are responsible for clarifying the standards of acceptable
+behavior and are expected to take appropriate and fair corrective action in
+response to any instances of unacceptable behavior.
+
+Project maintainers have the right and responsibility to remove, edit, or
+reject comments, commits, code, wiki edits, issues, and other contributions
+that are not aligned to this Code of Conduct, or to ban temporarily or
+permanently any contributor for other behaviors that they deem inappropriate,
+threatening, offensive, or harmful.
+
+## Scope
+
+This Code of Conduct applies both within project spaces and in public spaces
+when an individual is representing the project or its community. Examples of
+representing a project or community include using an official project e-mail
+address, posting via an official social media account, or acting as an appointed
+representative at an online or offline event. Representation of a project may be
+further defined and clarified by project maintainers.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported by contacting the project team at [email protected]. All
+complaints will be reviewed and investigated and will result in a response that
+is deemed necessary and appropriate to the circumstances. The project team is
+obligated to maintain confidentiality with regard to the reporter of an incident.
+Further details of specific enforcement policies may be posted separately.
+
+Project maintainers who do not follow or enforce the Code of Conduct in good
+faith may face temporary or permanent repercussions as determined by other
+members of the project's leadership.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
+available at https://www.contributor-covenant.org/version/1/4/code-of-conduct.html
+
+[homepage]: https://www.contributor-covenant.org
+
+For answers to common questions about this code of conduct, see
+https://www.contributor-covenant.org/faq

CONTRIBUTING.md

@@ -0,0 +1,92 @@
+# Contributing
+
+When contributing to this repository, please first discuss the change you wish to make via issue,
+email, or any other method with the owners of this repository before making a change. 
+
+Please note we have a code of conduct, please follow it in all your interactions with the project.
+
+## Pull Request Process
+
+1. Ensure any install or build dependencies are removed before the end of the layer when doing a 
+   build.
+2. Update the README.md with details of changes to the interface, this includes new environment 
+   variables, exposed ports, useful file locations and container parameters.
+3. Increase the version numbers in any examples files and the README.md to the new version that this
+   Pull Request would represent. The versioning scheme we use is [SemVer](http://semver.org/).
+4. You may merge the Pull Request in once you have the sign-off of two other developers, or if you 
+   do not have permission to do that, you may request the second reviewer to merge it for you.
+
+## Code of Conduct
+
+### Our Pledge
+
+In the interest of fostering an open and welcoming environment, we as
+contributors and maintainers pledge to making participation in our project and
+our community a harassment-free experience for everyone, regardless of age, body
+size, disability, ethnicity, gender identity and expression, level of experience,
+nationality, personal appearance, race, religion, or sexual identity and
+orientation.
+
+### Our Standards
+
+Examples of behavior that contributes to creating a positive environment
+include:
+
+* Using welcoming and inclusive language
+* Being respectful of differing viewpoints and experiences
+* Gracefully accepting constructive criticism
+* Focusing on what is best for the community
+* Showing empathy towards other community members
+
+Examples of unacceptable behavior by participants include:
+
+* The use of sexualized language or imagery and unwelcome sexual attention or
+advances
+* Trolling, insulting/derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or electronic
+  address, without explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+### Our Responsibilities
+
+Project maintainers are responsible for clarifying the standards of acceptable
+behavior and are expected to take appropriate and fair corrective action in
+response to any instances of unacceptable behavior.
+
+Project maintainers have the right and responsibility to remove, edit, or
+reject comments, commits, code, wiki edits, issues, and other contributions
+that are not aligned to this Code of Conduct, or to ban temporarily or
+permanently any contributor for other behaviors that they deem inappropriate,
+threatening, offensive, or harmful.
+
+### Scope
+
+This Code of Conduct applies both within project spaces and in public spaces
+when an individual is representing the project or its community. Examples of
+representing a project or community include using an official project e-mail
+address, posting via an official social media account, or acting as an appointed
+representative at an online or offline event. Representation of a project may be
+further defined and clarified by project maintainers.
+
+### Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported by contacting the project team at [email protected]. All
+complaints will be reviewed and investigated and will result in a response that
+is deemed necessary and appropriate to the circumstances. The project team is
+obligated to maintain confidentiality with regard to the reporter of an incident.
+Further details of specific enforcement policies may be posted separately.
+
+Project maintainers who do not follow or enforce the Code of Conduct in good
+faith may face temporary or permanent repercussions as determined by other
+members of the project's leadership.
+
+### Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
+available at [http://contributor-covenant.org/version/1/4][version]
+
+[homepage]: http://contributor-covenant.org
+[version]: http://contributor-covenant.org/version/1/4/

Dockerfile

@@ -0,0 +1,72 @@
+FROM tensorflow/tensorflow:1.12.0-py3
+
+# install debian packages
+ENV DEBIAN_FRONTEND noninteractive
+RUN apt-get update -qq \
+ && apt-get install --no-install-recommends -y \
+    # install essentials
+    build-essential \
+    g++ \
+    git \
+    wget \
+    apt-transport-https \
+    curl \
+    cython \
+    # requirements for numpy
+    libopenblas-base \
+    python3-numpy \
+    python3-scipy \
+    # requirements for keras
+    python3-h5py \
+    python3-yaml \
+    python3-pydot \
+ && apt-get clean \
+ && rm -rf /var/lib/apt/lists/*
+
+# manually update numpy
+RUN pip3 --no-cache-dir install -U numpy==1.13.3
+
+ARG KERAS_VERSION=2.2.4
+ENV KERAS_BACKEND=tensorflow
+RUN pip3 --no-cache-dir install --no-dependencies git+https://github.com/fchollet/keras.git@${KERAS_VERSION}
+
+# quick test and dump package lists
+RUN python3 -c "import tensorflow; print(tensorflow.__version__)" \
+ && dpkg-query -l > /dpkg-query-l.txt \
+ && pip3 freeze > /pip3-freeze.txt
+
+# install application
+RUN mkdir /app && cd /app && mkdir install
+
+WORKDIR /app/install
+
+# git clone
+RUN wget -q https://packages.microsoft.com/config/ubuntu/16.04/packages-microsoft-prod.deb
+RUN dpkg -i packages-microsoft-prod.deb
+RUN apt-get update && apt-get install -y dotnet-sdk-2.2
+
+RUN pip3 install --upgrade setuptools
+
+COPY ./RetinaNet ./RetinaNet
+
+RUN cd RetinaNet \
+    && pip3 install opencv-python \
+    && pip3 install numpy --user && pip3 install . --user \
+    && python3 setup.py build_ext --inplace && pip3 install flask
+
+COPY ./RescuerLaApp ./RescuerLaApp
+
+RUN cd RescuerLaApp \
+    && dotnet restore && dotnet add package Avalonia.Skia.Linux.Natives --version 1.68
+RUN cd RescuerLaApp \
+    && dotnet publish --framework netcoreapp2.2 --runtime="ubuntu.16.10-x64" -c Release -o /app
+
+RUN cp -r /app/install/RetinaNet /app/python
+
+RUN cd /app/python/snapshots \
+    && wget -O resnet50_liza_alert_v1_interface.h5 https://github.com/lizaalert/lacmus/releases/download/0.1.1/resnet50_liza_alert_v1_interface.h5
+
+RUN apt-get install -y libgtk-3-dev python3-tk
+
+WORKDIR /app
+ENTRYPOINT ["/app/RescuerLaApp"]

Dockerfile.gpu

@@ -0,0 +1,71 @@
+FROM tensorflow/tensorflow:1.12.0-gpu-py3
+
+# install debian packages
+ENV DEBIAN_FRONTEND noninteractive
+RUN apt-get update -qq \
+ && apt-get install --no-install-recommends -y \
+    # install essentials
+    build-essential \
+    g++ \
+    git \
+    wget \
+    apt-transport-https \
+    curl \
+    cython \
+    # requirements for numpy
+    libopenblas-base \
+    python3-numpy \
+    python3-scipy \
+    # requirements for keras
+    python3-h5py \
+    python3-yaml \
+    python3-pydot \
+ && apt-get clean \
+ && rm -rf /var/lib/apt/lists/*
+
+# manually update numpy
+RUN pip3 --no-cache-dir install -U numpy==1.13.3
+
+ARG KERAS_VERSION=2.2.4
+ENV KERAS_BACKEND=tensorflow
+RUN pip3 --no-cache-dir install --no-dependencies git+https://github.com/fchollet/keras.git@${KERAS_VERSION}
+
+# quick test and dump package lists
+RUN  dpkg-query -l > /dpkg-query-l.txt \
+ && pip3 freeze > /pip3-freeze.txt
+
+# install application
+RUN mkdir /app && cd /app && mkdir install
+
+WORKDIR /app/install
+
+# git clone
+RUN wget -q https://packages.microsoft.com/config/ubuntu/16.04/packages-microsoft-prod.deb
+RUN dpkg -i packages-microsoft-prod.deb
+RUN apt-get update && apt-get install -y dotnet-sdk-2.2
+
+RUN pip3 install --upgrade setuptools
+
+COPY ./RetinaNet ./RetinaNet
+
+RUN cd RetinaNet \
+    && pip3 install opencv-python \
+    && pip3 install numpy --user && pip3 install . --user \
+    && python3 setup.py build_ext --inplace && pip3 install flask
+
+COPY ./RescuerLaApp ./RescuerLaApp
+
+RUN cd RescuerLaApp \
+    && dotnet restore && dotnet add package Avalonia.Skia.Linux.Natives --version 1.68
+RUN cd RescuerLaApp \
+    && dotnet publish --framework netcoreapp2.2 --runtime="ubuntu.16.10-x64" -c Release -o /app
+
+RUN cp -r /app/install/RetinaNet /app/python
+
+RUN cd /app/python/snapshots \
+    && wget -O resnet50_liza_alert_v1_interface.h5 https://github.com/lizaalert/lacmus/releases/download/0.1.1/resnet50_liza_alert_v1_interface.h5
+
+RUN apt-get install -y libgtk-3-dev python3-tk
+
+WORKDIR /app
+ENTRYPOINT ["/app/RescuerLaApp"]

DockerfileServer.gpu

@@ -0,0 +1,73 @@
+FROM tensorflow/tensorflow:1.12.0-gpu-py3
+
+# install debian packages
+ENV DEBIAN_FRONTEND noninteractive
+RUN apt-get update -qq \
+ && apt-get install --no-install-recommends -y \
+    # install essentials
+    build-essential \
+    g++ \
+    git \
+    wget \
+    apt-transport-https \
+    curl \
+    cython \
+    # requirements for numpy
+    libopenblas-base \
+    python3-numpy \
+    python3-scipy \
+    # requirements for keras
+    python3-h5py \
+    python3-yaml \
+    python3-pydot \
+ && apt-get clean \
+ && rm -rf /var/lib/apt/lists/*
+
+# manually update numpy
+RUN pip3 --no-cache-dir install -U numpy==1.13.3
+
+ARG KERAS_VERSION=2.2.4
+ENV KERAS_BACKEND=tensorflow
+RUN pip3 --no-cache-dir install --no-dependencies git+https://github.com/fchollet/keras.git@${KERAS_VERSION}
+
+# quick test and dump package lists
+RUN  dpkg-query -l > /dpkg-query-l.txt \
+ && pip3 freeze > /pip3-freeze.txt
+
+# install application
+RUN mkdir /app && cd /app && mkdir install
+
+WORKDIR /app/install
+
+# git clone
+RUN wget -q https://packages.microsoft.com/config/ubuntu/16.04/packages-microsoft-prod.deb
+RUN dpkg -i packages-microsoft-prod.deb
+RUN apt-get update && apt-get install -y dotnet-sdk-2.2
+
+RUN pip3 install --upgrade setuptools
+
+COPY ./RetinaNet ./RetinaNet
+
+RUN cd RetinaNet \
+    && pip3 install opencv-python \
+    && pip3 install numpy --user && pip3 install . --user \
+    && python3 setup.py build_ext --inplace && pip3 install flask
+
+COPY ./RescuerLaApp ./RescuerLaApp
+
+RUN cd RescuerLaApp \
+    && dotnet restore && dotnet add package Avalonia.Skia.Linux.Natives --version 1.68
+RUN cd RescuerLaApp \
+    && dotnet publish --framework netcoreapp2.2 --runtime="ubuntu.16.10-x64" -c Release -o /app
+
+RUN cp -r /app/install/RetinaNet /app/python
+
+RUN cd /app/python/snapshots \
+    && wget -O resnet50_liza_alert_v1_interface.h5 https://github.com/lizaalert/lacmus/releases/download/0.1.1/resnet50_liza_alert_v1_interface.h5
+
+WORKDIR /app/python
+
+EXPOSE 5000/tcp
+EXPOSE 5000/udp
+
+ENTRYPOINT ["python3", "inference.py"]