openpose_jupyter_docker

Dockerfile repository for a docker image which opens a jupyter notebook server, configured to preprocess image/video data using OpenPose.

Based on https://hub.docker.com/r/cwaffles/openpose

Steps to use:

1. Install a version of the NVIDIA graphics driver compatible with CUDA 10.0+
2. Install nvidia-docker

INSTRUCTIONS FOR CREATING THE IMAGE+CONTAINER

#command used to build the image from the dockerfile

docker build -f openpose_preprocess.Docker -t openpose_preprocess:latest .

#command used to create the container from the image

#replace [PORT] and [PATH] before running

nvidia-docker run -it -p [PORT]:8888 -v [PATH]:/external --name mpcr_openpose --shm-size 16G openpose_preprocess

GENERAL DOCKER COMMANDS:

#view the docker images on your computer

docker image ls

#view the currently running containers

docker container ls

#view all containers, even if they are stopped

docker container ls -a

SETUP NVIDIA DOCKER ON UBUNTU 16:

#install nvidia drivers, version 410 (change numbers for another version)

sudo add-apt-repository ppa:graphics-drivers/ppa

sudo apt-get update

sudo apt-get install nvidia-410

#install docker

sudo apt-get remove docker docker-engine docker.io containerd runc

sudo apt-get update

sudo apt-get install
apt-transport-https
ca-certificates
curl
gnupg-agent
software-properties-common

curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -

sudo add-apt-repository
"deb [arch=amd64] https://download.docker.com/linux/ubuntu
$(lsb_release -cs)
stable"

sudo apt-get update

sudo apt-get install docker-ce docker-ce-cli containerd.io

#give non-root access for docker

sudo groupadd docker

sudo gpasswd -a rachelwong docker

newgrp docker

#move docker image folder to home folder (or place with more storage) #in /lib/systemd/system/docker.service , make the following change

sudo nano /lib/systemd/system/docker.service

FROM:

ExecStart=/usr/bin/docker daemon -H fd://

TO:

ExecStart=/usr/bin/docker daemon -g /home/rachelwong/docker_images -H fd://

#then restart docker

sudo systemctl stop docker

sudo systemctl daemon-reload

mkdir /home/rachelwong/docker_images

sudo rsync -aqxP /var/lib/docker/ /home/rachelwong/docker_images

sudo systemctl start docker

#install nvidia-docker

curl -s -L https://nvidia.github.io/nvidia-docker/gpgkey |
sudo apt-key add - distribution=$(. /etc/os-release;echo $ID$VERSION_ID)

curl -s -L https://nvidia.github.io/nvidia-docker/$distribution/nvidia-docker.list |
sudo tee /etc/apt/sources.list.d/nvidia-docker.list

sudo apt-get update

sudo apt-get install -y nvidia-docker2

sudo pkill -SIGHUP dockerd