Object Classification Using Edge Impulse on Raspberry Pi

In this chapter, we’ll develop an object classification project using Edge Impulse. Edge Impulse Studio is a machine learning platform that enables developers to generate machine learning–trained models in the cloud and deploy them on microcontrollers, or single-board computers like the Raspberry Pi. In April 2021, Edge Impulse announced their full support of the Raspberry Pi. With this feature, you now can take data, train this data on the Edge Impulse platform, and then deploy the newly trained model back to your Raspberry Pi with zero lines of code.