posecamera 1.0.4

Realtime Human Pose Estimation

NOTE: Repository is still in development, please don't use for any production use.

PoseCamera

PoseCamera is Socket based SDK for multi human pose estimation through RGB webcam. You can integrate this SDK into any programming language.

Quick Start

The official docker image is hosted on Docker Hub. The very first step is to install the docker docker on your system. You can also use pose-cli.py locally with installing all dependencies listed in requirements.txt.

Also note that your Nvidia driver Needs to be compatible with CUDA10.2.

Doing inference on live webcam feed.

xhost +; docker run --name posecamera --rm --gpus all -e DISPLAY=$DISPLAY --device=/dev/video0:/dev/video0 wondertree/posecamera --video=0

GPU & Webcam support (if running docker) is not available on Windows Operating System.

To run inference on images use following command.

docker run --name posecamera --rm -e DISPLAY=$DISPLAY  wondertree/posecamera --images ./tmp/female_pose.jpg --cpu

For more details read our Docs

The base of this repository is based on the following research paper.

@inproceedings{osokin2018lightweight_openpose,
    author={Osokin, Daniil},
    title={Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose},
    booktitle = {arXiv preprint arXiv:1811.12004},
    year = {2018}
}