Monoloco provides 3D detection of humans from monocular or stereo image pairs by leveraging 2D pose keypoints (via OpenPifPaf). It estimates 3D body positions and orientations along with uncertainty quantification. The library includes support for social distancing analysis and was developed at EPFL, producing research published at ICRA and IEEE Transactions on Intelligent Transportation Systems.