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add dockerfile
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‎docs/ENVIRONMENT/DOCKER/video_analyst-vot/.tmux.conf

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# remap prefix from 'C-b' to 'C-w'
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unbind C-b
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set-option -g prefix C-x
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bind-key C-x send-prefix
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bind C new-window -c "#{pane_current_path}"
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bind | split-window -h -c "#{pane_current_path}"
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bind - split-window -v -c "#{pane_current_path}"

‎docs/ENVIRONMENT/DOCKER/video_analyst-vot/Dockerfile

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# ==================================================================
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# module list
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# ------------------------------------------------------------------
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# python 3.6 (apt)
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# pytorch latest (pip)
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# ==================================================================
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# FROM nvidia/cuda:9.2-cudnn7-devel-ubuntu18.04
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FROM nvidia/cuda:10.0-cudnn7-devel-ubuntu18.04
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ENV LANG C.UTF-8
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ENV APT_INSTALL="apt-get install -y --no-install-recommends" \
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PIP_INSTALL="python -m pip --no-cache-dir install --upgrade -i https://pypi.tuna.tsinghua.edu.cn/simple --default-timeout=100000" \
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GIT_CLONE="git clone --depth 1"
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# added by user
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COPY ./sources.list.tuna.txt /etc/apt/
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RUN bash -xc " \
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echo 'change sources.list to tuna source' && \
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pushd /etc/apt && \
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mv sources.list sources.list.origin.txt && \
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mv sources.list.tuna.txt sources.list && \
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popd \
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"
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RUN rm -rf /var/lib/apt/lists/* \
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/etc/apt/sources.list.d/cuda.list \
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/etc/apt/sources.list.d/nvidia-ml.list && \
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apt-get update && \
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# ==================================================================
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# tools
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# ------------------------------------------------------------------
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DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
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build-essential \
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apt-utils \
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ca-certificates \
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wget \
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git \
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vim \
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libssl-dev \
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curl \
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unzip \
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unrar \
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&& \
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$GIT_CLONE https://github.com/Kitware/CMake ~/cmake && \
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cd ~/cmake && \
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./bootstrap && \
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make -j"$(nproc)" install && \
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# ==================================================================
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# python
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# ------------------------------------------------------------------
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DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
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software-properties-common \
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&& \
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add-apt-repository ppa:deadsnakes/ppa && \
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apt-get update && \
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DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
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python3.6 \
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python3.6-dev \
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python3-distutils-extra \
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&& \
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wget -O ~/get-pip.py \
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https://bootstrap.pypa.io/get-pip.py && \
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python3.6 ~/get-pip.py && \
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ln -s /usr/bin/python3.6 /usr/local/bin/python3 && \
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ln -s /usr/bin/python3.6 /usr/local/bin/python && \
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$PIP_INSTALL \
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setuptools \
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&& \
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$PIP_INSTALL \
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# numpy \
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# scipy \
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# pandas \
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cloudpickle \
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# scikit-image>=0.14.2 \
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# scikit-learn \
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# matplotlib \
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# Cython \
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tqdm \
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&& \
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# ==================================================================
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# pytorch
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# ------------------------------------------------------------------
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$PIP_INSTALL \
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future \
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# numpy \
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protobuf \
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enum34 \
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pyyaml \
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typing \
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&& \
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# $PIP_INSTALL \
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# --pre torch torchvision -f \
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# https://download.pytorch.org/whl/nightly/cu101/torch_nightly.html \
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# && \
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# $PIP_INSTALL torch==1.5.1 torchvision==0.6.1 && \
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# ==================================================================
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# config & cleanup
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# ------------------------------------------------------------------
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ldconfig && \
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apt-get clean && \
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apt-get autoremove && \
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rm -rf /var/lib/apt/lists/* /tmp/* ~/*
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# ==================================================================
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# additional apt pacakges
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# ------------------------------------------------------------------
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# personal tmux config file
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COPY ./.tmux.conf /root/
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RUN apt update && \
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$APT_INSTALL tmux && \
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# needed by opencv
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$APT_INSTALL libsm6 libxrender1 libxext6 && \
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$APT_INSTALL htop && \
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echo "tmux installed."
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# TODO: add cloning of https://github.com/tmux-plugins/tmux-resurrect @ /root/Utils
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# ==================================================================
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# video_analyst
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# ------------------------------------------------------------------
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COPY ./requirements.txt /root/
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RUN $PIP_INSTALL -r /root/requirements.txt && \
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echo "ended."
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# TODO: only wget & install: https://github.com/MARMOTatZJU/video_analyst/blob/dev/requirements.txt

‎docs/ENVIRONMENT/DOCKER/video_analyst-vot/README.md

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# Typical command to build a docker image from dockerfile
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```bash
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docker build -t video_analyst/siamfcpp:vot-eval -f ./Dockerfile ./
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docker run -itd --name vot-eval --network host --ipc host --gpus all -v /home/$USER:/home/$USER video_analyst/siamfcpp:vot-eval
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docker exec -it vot-eval bash
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```
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P.S.
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- tmux bind key in container: Ctrl-x (avoid conflict with host)

‎docs/ENVIRONMENT/DOCKER/video_analyst-vot/requirements.txt

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tqdm
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pylint
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yacs
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pillow
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future
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pycocotools
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pandas
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tensorboard
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ipython
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Cython==0.27.3
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yapf==0.28.0
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opencv-python==3.4.1.15
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numpy==1.16.0
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torch==1.1.0
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torchvision==0.3.0
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colorama==0.3.7
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numba==0.49.1
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matplotlib
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wget
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shapely==1.7.0
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scipy==1.2.1
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loguru==0.4.1
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scikit-image

‎docs/ENVIRONMENT/DOCKER/video_analyst-vot/sources.list.tuna.txt

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# 默认注释了源码镜像以提高 apt update 速度，如有需要可自行取消注释
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deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ bionic main restricted universe multiverse
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# deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ bionic main restricted universe multiverse
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deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ bionic-updates main restricted universe multiverse
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# deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ bionic-updates main restricted universe multiverse
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deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ bionic-backports main restricted universe multiverse
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# deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ bionic-backports main restricted universe multiverse
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deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ bionic-security main restricted universe multiverse
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# deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ bionic-security main restricted universe multiverse
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# 预发布软件源，不建议启用
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# deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ bionic-proposed main restricted universe multiverse
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# deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ bionic-proposed main restricted universe multiverse

‎docs/REQUIREMENTS/requirements_v1.txt ‎docs/ENVIRONMENT/REQUIREMENTS/requirements_v1.txt

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