The objective of Har-Health project is the research and development of methods and algorithms capable of automatically recognizing human activities related to chronic diseases (diabetes, hypertension, obesity and aging) based on visual information, signals captured by sensors on personal mobile devices and signals captured by sensors installed in environments.