tinyML Asia 2021 Joshua Chang: Sensor Fusion using Machine Learning: Smart Forehead Temperature...

tinyML Asia 2021 Sensor Fusion using Machine Learning: Smart Forehead Temperature Sensing Joshua CHANG 張廷仰, Product Manager, PixArt Imaging Inc. Taiwan Since the outbreak of the COVID-19 pandemic, measuring and recording forehead temperature has become an essential part of our daily lives. In response to the demand of an efficient and automated temperature measuring method, PixArt implemented a sensor fusion that incorporates its FIR sensor and its ultra-low-power CMOS image sensor, along with its ultra-low-power machine learning processing chip. This highly integrated solution will be able to quickly detect the presence of human beings, measure their forehead temperature, and identify if they are wearing a mask. The talk will elaborate on the background and the application that this PixArt fusion solution can possibly help enable. More Tiny Machine Learning benefits on this application will be shared in this talk.