Activity Recognition

An activity recognition machine learning algorithm embedded in a smartwatch.

Smartwatch for older adults. In this project, we developed and implemented a machine learning algorithm for human activity recognition in a SoC (System on Chip), such as walking, falling, and sleeping, using wearable sensor data.

Figure 1. Demo. The system recognizes when the person "walks" or when is "standing still".

Images of the SoC

Images of the SoC.