Openpose setting on ubuntu server

Server SPEC

OS/Version	CPU	GPU/Version
Ubuntu-server/20.04	AMD Ryzen Threadripper PRO 5955WX	A6000/515.65.01

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OpenPose Doc - Repository

OpenPose Doc - Installation - Additional Settings (Optional)

CMake Command Line Configuration (Ubuntu Only)

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I configured openpose on Ubuntu server without GUI.

Install Container

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 515.65.01    Driver Version: 515.65.01    CUDA Version: 11.7     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|                               |                      |               MIG M. |
|===============================+======================+======================|
|   0  NVIDIA RTX A6000    Off  | 00000000:41:00.0 Off |                  Off |
| 30%   57C    P0    87W / 300W |      0MiB / 49140MiB |      1%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+

# https://hub.docker.com/r/nvidia/cuda

docker pull nvidia/cuda:11.7.0-cudnn8-devel-ubuntu20.04

docker run -i -t --gpus all --shm-size 32gb --name openpose nvidia/cuda:11.7.0-cudnn8-devel-ubuntu20.04

Setup in Container

apt-get update && apt-get -y dist-upgrade

apt-get install -y vim git build-essential cmake python3 python3-pip libgoogle-glog-dev libprotobuf-dev protobuf-compiler libopencv-dev libboost-all-dev libhdf5-dev libatlas-base-dev

mkdir /workspace && cd /workspace

git clone https://github.com/CMU-Perceptual-Computing-Lab/openpose.git

cd openpose

git submodule update --init --recursive --remote

Setup OpenPose

mkdir build

cd build

cmake ..

make -j`nproc`

Quick Start

Quick Start

 ./build/examples/openpose/openpose.bin \
 --image_dir /workspace/image/ --write_images /workspace/image/output/ \
 --write_json /workspace/image/output/ \
 --display 0 \
 --disable_blending

Flags of openpose.bin

• –image_dir
  • Input image diractory
• –write_images
  • Output image diractory
• –write_json
  • Output json diractory
• –video
  • Input video file(Not diractory)
• –write_video
  • Output video diractory
• –face
  • Get face skeleton
• –hand
  • Get hand skeleton
• –display 0
  • Without Display(Ubuntu server.. or command line)
• –disable_blending
  • Without the original image overlaid or blended

Result