tinyML Deployment Working Group – White Paper

February 21, 2023

The tinyML Foundation Deployment Working Group is pleased to publish our first white paper exploring the challenges and solutions for deploying ultra-low power machine learning (ML) at the end of the cloud!

We start by examining how Tiny ML applications can be built on the fundamentals of IoT Deployment and MLOps as there are many areas that developers can use existing IoT solutions due to the commonality. However, there are many other areas where the Tiny ML aspects of the end application will require a substantially different approach than the existing IoT deployment solutions. Therefore, developers need to understand the key similarities and differences between IoT and Tiny ML devices, applications, and environments. This white paper examines these areas in greater detail.

Register today for the webinar on Tuesday, February 28, 2023, at 8 am Pacific where we will provide an overview, discuss deployment, and answer questions. Please download and read the white paper in advance so we may focus the webinar on having the authors answer your questions about deployment.