Open-Source Sketch Recognition on a Microcontroller: From Brevitas to Cortex-M7

A while back, our director of embedded software approached us with an idea to build an edge AI demo on a touchscreen microcontroller. The user would draw something on the touchscreen with their finger, and a tiny neural network would attempt to recognize it, displaying its predictions.