Set up with jupyter notebook
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3 changed files with 37 additions and 1 deletions
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.dockerignore
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.dockerignore
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*
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Dockerfile
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Dockerfile
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# modified from https://hub.docker.com/r/cwaffles/openpose
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# modified from https://hub.docker.com/r/cwaffles/openpose
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FROM nvidia/cuda:11.4.0-cudnn8-devel-ubuntu20.04
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FROM nvidia/cuda:11.4.0-cudnn8-devel-ubuntu20.04
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#FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04
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#get deps
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#get deps
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RUN apt-get update && \
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RUN apt-get update && \
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@ -32,10 +33,23 @@ RUN make install
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RUN cp /openpose/build/python/openpose/pyopenpose.cpython-38-x86_64-linux-gnu.so /usr/local/lib/python3.8/dist-packages/
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RUN cp /openpose/build/python/openpose/pyopenpose.cpython-38-x86_64-linux-gnu.so /usr/local/lib/python3.8/dist-packages/
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WORKDIR /usr/local/lib/python3.8/dist-packages
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WORKDIR /usr/local/lib/python3.8/dist-packages
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RUN ln -s pyopenpose.cpython-38-x86_64-linux-gnu.so pyopenpose
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RUN ln -s pyopenpose.cpython-38-x86_64-linux-gnu.so pyopenpose
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#RUN cp /openpose/build/python/openpose/pyopenpose.cpython-310-x86_64-linux-gnu.so /usr/local/lib/python3.10/dist-packages/
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#WORKDIR /usr/local/lib/python3.10/dist-packages
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#RUN ln -s pyopenpose.cpython-310-x86_64-linux-gnu.so pyopenpose
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#ENV LD_LIBRARY_PATH=/openpose/build/python/openpose
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#ENV LD_LIBRARY_PATH=/openpose/build/python/openpose
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RUN apt-get install -y ffmpeg
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RUN apt-get install -y ffmpeg
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WORKDIR /openpose
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# Notebook to actually run code
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#RUN apt-get install -y python3-notebook
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RUN pip install ipywidgets --ignore-installed
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RUN pip install notebook
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RUN pip install ipywebrtc
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EXPOSE 8888
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# Possibly, use /home/user/app & set HOME to /home/user to avoid temporary directories in the app folder (if desired)
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WORKDIR /app
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ENV HOME /app
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#CMD ["env"]
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CMD ["jupyter", "notebook", "--ip", "0.0.0.0"]
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docker-compose.yml
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docker-compose.yml
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version: "3.3"
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services:
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suspicion_nb:
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image: suspicion_nb
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restart: always
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build:
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context: .
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dockerfile: ./Dockerfile
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user: "1000:1000"
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deploy:
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resources:
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reservations:
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devices:
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- driver: nvidia
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count: 1
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capabilities: [gpu]
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ports:
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- "8888:8888"
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volumes:
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- ./data:/data
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- ./app:/app
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