 library), we can deploy it to our intelligent sensors or other edge devices. We can use this model to write firmware or software to collect new raw sensor readings, perform inferences, and take actions based on these inference results, as shown in the figure below. These actions could be self-driving cars, moving robotic arms, or sending notifications to users about engine failures. Since inference is performed locally on the edge device, the device does not need to maintain a network connection (the optio