# **[Internet of Things](https://www.mdpi.com/1999-5903/14/12/363)** ![](https://i.imgur.com/Q9oCxZj.png) The rapid emergence of low-power embedded devices and modern machine learning (ML) algorithms has created a new Internet of Things (IoT) era where lightweight ML frameworks such as TinyML have created new opportunities for ML algorithms running within edge devices.