by Kutt - Robin Kütt
Foresight PPE is integrated with sensors that can continuously monitor eye blinks, temperature (Version 1.0) and respiration rate (Version 2.0). Real-time data is sent to the platform for further processing. The platform makes use of a machine learning algorithm that is capable of tracking the eye blinks and building a fatigue index. The core of our proposed method is a Hierarchical Multiscale Long Short-Term Memory (HMLSTM) network, that is fed by detected blink features in sequence. Based on the fatigue levels, the system alerts the user and this allows the user to follow up with their health status