For assessing daily behavior, it is important to understand the natural, unrestricted motion of humans in 3D space. Thus, we built the EPFL Smart Kitchen that enables us to record and annotate the motion of the subjects that are cooking, cleaning, et. Ultimately, we hope our platform can promote the development of functional assessment of neurological patients.