In this paper, we describe and show the results from an affordable integrated system for Parkinson's disease (PD) diagnostic and follow-up, using RGBD cameras and accelerometers. We validate the system with 26 PD patients and 34 control subjects, in order to analyze the clinical relevance of the system and how both technologies are complimentary in the process of diagnosis and follow-up the progression of the disease.