Summary

In this chapter, we first provided an overview of the ML software development process. We also looked at ML frameworks and libraries that can be leveraged to build ML applications on Arm Cortex-M-based devices.

In the remainder of the chapter, we focused on the steps to run three different ML use cases on the Arm Cortex-M55 AVH simulation system.

In summary, we have looked at the ML software flow targeting Arm Cortex-M devices, components that enable this flow, and examples that illustrate running this flow. In the next chapter, we will cover a vaunted but often confusing area of embedded development: security. We will provide both an introduction to and an implementation guide for security in Cortex-M products.