AutoDietary is mainly composed of two components:
1.)An embedded system unit for acoustic data acquisition and pre-processing, and an application running on the smartphone that implements food type recognition and provides an information interface for the users. The main architecture of the system is shown in Fig. 1.
2.) Hardware design of the embedded system unit and the smartphone application