Tiny Machine Learning Quickstart: Machine Learning for Arduino Microcontrollers

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2025

S. SalernoTiny Machine Learning QuickstartMaker Innovations Serieshttps://doi.org/10.1007/979-8-8688-1294-1_7

7. Object Detection with Edge Impulse

Simone Salerno¹  

(1)

Trani, Italy

 

You have arrived at the last data type in this book: images. Images are so common in our everyday lives that we underestimate how complex and information-dense they are. Our brain has evolved for thousands of years to extract this information, even in bad environmental conditions (low light, occlusion, blurring, etc.). Training a computer program to replicate this same level of accuracy is a highly demanding task that still suffers compared with humans in many use cases.

Nevertheless, ...