Embedded Toolbox: Knock Out Embedded AI & Machine Learning Development Hurdles

February 19, 2020 Brandon Lewis

So you’re an embedded or IoT developer, and there’s been an edict from on high that you need to start integrating AI into your design. And that’s about all you have to go on.

So where do you start? First of all, you’re not a machine learning aficionado or experienced data scientist. You’ve also been targeting resource-constrained embedded systems. Even if you had the expertise and the equipment you needed, this new initiative would add months to your development cycle if not more.

But there are solutions that exist in the sweet spot of the Venn diagram between artificial intelligence and embedded engineering. For instance, the SensiML Analytics Toolkit is a simple, intuitive environment that walks developers step-by-step through the process of selecting and algorithm, tuning it to their performance and memory requirements, and generating libraries or binaries that can be deployed immediately onto a target device.

In this episode of Embedded Toolbox, Chris Rogers, the CEO and Founder of SensiML, walks us through the creation of an intelligent gesture recognition application in just a few minutes using the SensiML Analytics Toolkit. He then showcases the outcome on a punching bag in his office.

Tune in. This one's a knockout.

About the Author

Brandon Lewis

Brandon Lewis, Editor-in-Chief of Embedded Computing Design, is responsible for guiding the property's content strategy, editorial direction, and engineering community engagement, which includes IoT Design, Automotive Embedded Systems, the Power Page, Industrial AI & Machine Learning, and other publications. As an experienced technical journalist, editor, and reporter with an aptitude for identifying key technologies, products, and market trends in the embedded technology sector, he enjoys covering topics that range from development kits and tools to cyber security and technology business models. Brandon received a BA in English Literature from Arizona State University, where he graduated cum laude. He can be reached by email at brandon.lewis@opensysmedia.com.

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