PoseNet allows one to detect 2-dimensional human pose in real-time right in the browser. Check out their github repo for details.
If you use it in your project and "record" a session of the detected keypoints, you will end up with an array of "frames" where each frame is a pose. This is what we will analyze in this tutorial. To make this self-contained, we are going to use a public dataset as described below.