We initiated fastpose to be an open source library that can perform a 2D/3D pose estimation in real time on a CPU.
Read the full project description at :
https://drnoodle.github.io/fastpose_html/
download the parameters at :
https://bitbucket.org/hugo_bonnome/fastpose_parameters/downloads/parameters.zip