TinyML: How Machine Learning Runs on Tiny Devices

Machine learning is no longer limited to cloud servers, powerful GPUs, or smartphones. With TinyML, machine learning models can run directly on extremely small, low-power devices such as microcontrollers and sensors. This makes it possible to add intelligence to devices that have very limited memory, processing power, and battery capacity. TinyML stands for Tiny Machine Learning. Its main goal is to perform machine learning inference directly on a device instead of continuously sending data to…