This is a real-time live-demo of the STAF multi-person pose detection and tracker. Build instructions are similar to OpenPose as it is built of it's internal code.

cd models; sh getModels.sh

build/examples/openpose/openpose.bin --model_pose BODY_21A --tracking 1 --render_pose 1

As explained in the paper, one limitation is that this method is unable to handle scene changes for now. It will require refreshing the state or rerunning the algorithm for a new scene. Also, due to the smaller capacity of the network, tiny people in close proximity is not handled as well as a deeper network with more weights. This is something to explore in the future as well