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README.md |
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# Byte-compiled / optimized / DLL files | ||
__pycache__/ | ||
*.py[cod] | ||
*$py.class | ||
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# C extensions | ||
*.so | ||
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# Distribution / packaging | ||
.Python | ||
build/ | ||
develop-eggs/ | ||
dist/ | ||
downloads/ | ||
eggs/ | ||
.eggs/ | ||
lib/ | ||
lib64/ | ||
parts/ | ||
sdist/ | ||
var/ | ||
wheels/ | ||
pip-wheel-metadata/ | ||
share/python-wheels/ | ||
*.egg-info/ | ||
.installed.cfg | ||
*.egg | ||
MANIFEST | ||
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# PyInstaller | ||
# Usually these files are written by a python script from a template | ||
# before PyInstaller builds the exe, so as to inject date/other infos into it. | ||
*.manifest | ||
*.spec | ||
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# Installer logs | ||
pip-log.txt | ||
pip-delete-this-directory.txt | ||
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# Unit test / coverage reports | ||
htmlcov/ | ||
.tox/ | ||
.nox/ | ||
.coverage | ||
.coverage.* | ||
.cache | ||
nosetests.xml | ||
coverage.xml | ||
*.cover | ||
*.py,cover | ||
.hypothesis/ | ||
.pytest_cache/ | ||
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# Translations | ||
*.mo | ||
*.pot | ||
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# Django stuff: | ||
*.log | ||
local_settings.py | ||
db.sqlite3 | ||
db.sqlite3-journal | ||
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# Flask stuff: | ||
instance/ | ||
.webassets-cache | ||
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# Scrapy stuff: | ||
.scrapy | ||
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# Sphinx documentation | ||
docs/_build/ | ||
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# PyBuilder | ||
target/ | ||
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# Jupyter Notebook | ||
.ipynb_checkpoints | ||
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# IPython | ||
profile_default/ | ||
ipython_config.py | ||
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# pyenv | ||
.python-version | ||
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# pipenv | ||
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. | ||
# However, in case of collaboration, if having platform-specific dependencies or dependencies | ||
# having no cross-platform support, pipenv may install dependencies that don't work, or not | ||
# install all needed dependencies. | ||
#Pipfile.lock | ||
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# celery beat schedule file | ||
celerybeat-schedule | ||
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# SageMath parsed files | ||
*.sage.py | ||
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# Environments | ||
.env | ||
.venv | ||
env/ | ||
venv/ | ||
ENV/ | ||
env.bak/ | ||
venv.bak/ | ||
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# Spyder project settings | ||
.spyderproject | ||
.spyproject | ||
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# Rope project settings | ||
.ropeproject | ||
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# mkdocs documentation | ||
/site | ||
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# mypy | ||
.mypy_cache/ | ||
.dmypy.json | ||
dmypy.json | ||
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# Pyre type checker | ||
.pyre/ | ||
*.pyc | ||
debug |
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FROM ubuntu:16.04 | ||
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# Install system packages | ||
RUN apt-get -qq update && apt-get -qq install --no-install-recommends -y python3 \ | ||
python3-dev \ | ||
python-pil \ | ||
python-lxml \ | ||
python-tk \ | ||
build-essential \ | ||
cmake \ | ||
git \ | ||
libgtk2.0-dev \ | ||
pkg-config \ | ||
libavcodec-dev \ | ||
libavformat-dev \ | ||
libswscale-dev \ | ||
libtbb2 \ | ||
libtbb-dev \ | ||
libjpeg-dev \ | ||
libpng-dev \ | ||
libtiff-dev \ | ||
libjasper-dev \ | ||
libdc1394-22-dev \ | ||
x11-apps \ | ||
wget \ | ||
vim \ | ||
ffmpeg \ | ||
unzip \ | ||
&& rm -rf /var/lib/apt/lists/* | ||
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# Install core packages | ||
RUN wget -q -O /tmp/get-pip.py --no-check-certificate https://bootstrap.pypa.io/get-pip.py && python3 /tmp/get-pip.py | ||
RUN pip install -U pip \ | ||
numpy \ | ||
matplotlib \ | ||
notebook \ | ||
jupyter \ | ||
pandas \ | ||
moviepy \ | ||
tensorflow \ | ||
keras \ | ||
autovizwidget \ | ||
Flask \ | ||
imutils \ | ||
paho-mqtt | ||
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# Install tensorflow models object detection | ||
RUN GIT_SSL_NO_VERIFY=true git clone -q https://github.com/tensorflow/models /usr/local/lib/python3.5/dist-packages/tensorflow/models | ||
RUN wget -q -P /usr/local/src/ --no-check-certificate https://github.com/google/protobuf/releases/download/v3.5.1/protobuf-python-3.5.1.tar.gz | ||
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# Download & build protobuf-python | ||
RUN cd /usr/local/src/ \ | ||
&& tar xf protobuf-python-3.5.1.tar.gz \ | ||
&& rm protobuf-python-3.5.1.tar.gz \ | ||
&& cd /usr/local/src/protobuf-3.5.1/ \ | ||
&& ./configure \ | ||
&& make \ | ||
&& make install \ | ||
&& ldconfig \ | ||
&& rm -rf /usr/local/src/protobuf-3.5.1/ | ||
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# Add dataframe display widget | ||
RUN jupyter nbextension enable --py --sys-prefix widgetsnbextension | ||
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# Download & build OpenCV | ||
RUN wget -q -P /usr/local/src/ --no-check-certificate https://github.com/opencv/opencv/archive/4.0.1.zip | ||
RUN cd /usr/local/src/ \ | ||
&& unzip 4.0.1.zip \ | ||
&& rm 4.0.1.zip \ | ||
&& cd /usr/local/src/opencv-4.0.1/ \ | ||
&& mkdir build \ | ||
&& cd /usr/local/src/opencv-4.0.1/build \ | ||
&& cmake -D CMAKE_INSTALL_TYPE=Release -D CMAKE_INSTALL_PREFIX=/usr/local/ .. \ | ||
&& make -j4 \ | ||
&& make install \ | ||
&& rm -rf /usr/local/src/opencv-4.0.1 | ||
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# Minimize image size | ||
RUN (apt-get autoremove -y; \ | ||
apt-get autoclean -y) | ||
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# Set TF object detection available | ||
ENV PYTHONPATH "$PYTHONPATH:/usr/local/lib/python3.5/dist-packages/tensorflow/models/research:/usr/local/lib/python3.5/dist-packages/tensorflow/models/research/slim" | ||
RUN cd /usr/local/lib/python3.5/dist-packages/tensorflow/models/research && protoc object_detection/protos/*.proto --python_out=. | ||
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WORKDIR /opt/frigate/ | ||
ADD frigate frigate/ | ||
COPY detect_objects.py . | ||
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CMD ["python3", "-u", "detect_objects.py"] |
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