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Building
Building
| # Typical Usage: | |
| # docker image build . -t mia:release | |
| # docker run -v /home/:/home/ --network=bridge -it mia:release | |
| # Add '--gpus all' for gpu support | |
| # For CPU | |
| # FROM ubuntu:20.04 | |
| # For GPU | |
| FROM nvidia/cuda:12.2.2-runtime-ubuntu20.04 | |
| ARG DEBIAN_FRONTEND=noninteractive | |
| # Install apt-getable dependencies | |
| RUN apt-get update \ | |
| && apt-get install -y \ | |
| build-essential \ | |
| cmake \ | |
| git \ | |
| libeigen3-dev \ | |
| libopencv-dev \ | |
| libceres-dev \ | |
| python3-dev \ | |
| curl \ | |
| pkg-config \ | |
| libcairo2-dev \ | |
| software-properties-common \ | |
| && apt-get clean \ | |
| && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* | |
| # Mapmachine requirements | |
| RUN add-apt-repository ppa:ubuntugis/ppa && \ | |
| apt-get update && \ | |
| apt-get -y install libgeos-dev | |
| RUN add-apt-repository ppa:deadsnakes/ppa && \ | |
| apt-get update && \ | |
| apt install -y python3.9-dev && \ | |
| curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py && \ | |
| python3.9 get-pip.py | |
| ARG REINSTALL_MAPMACHINE=1 | |
| RUN pip3.9 install git+https://github.com/tonyzzzzzz/map-machine | |
| WORKDIR /home/ | |
| # OrienterNet Requirements TODO: Install directly from our requirements once our repo is public | |
| RUN git clone https://github.com/mapillary/OpenSfM.git && cd OpenSfM && \ | |
| pip3.9 install -r requirements.txt | |
| RUN git clone https://github.com/facebookresearch/OrienterNet.git && cd OrienterNet && \ | |
| pip3 install -r requirements/full.txt | |
| # MapPerceptionNet extra requirements | |
| RUN pip3.9 install geojson shapely geopandas mercantile turfpy vt2geojson folium \ | |
| geopy gradio_client pyarrow cloudpickle==2.0.0 urllib3~=1.25.6 scikit-image filelock hydra-core | |
| # Earth Engine requirements (Required if sattelite image support is needed) | |
| RUN echo "deb [signed-by=/usr/share/keyrings/cloud.google.gpg] https://packages.cloud.google.com/apt cloud-sdk main" | \ | |
| tee -a /etc/apt/sources.list.d/google-cloud-sdk.list && \ | |
| curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | \ | |
| gpg --dearmor -o /usr/share/keyrings/cloud.google.gpg && \ | |
| apt-get update -y && apt-get install google-cloud-sdk -y | |
| RUN pip3.9 install earthengine-api | |
| # Run these once you are in the docker with your credentials and google earth project | |
| # earthengine authenticate | |
| # gcloud auth application-default set-quota-project PROJECT_ID |