tinyML Summit 2021 Partner Session: TinyML is more than Model Building



tinyML Summit 2021 https://www.tinyml.org/event/summit-2021
Partner Sessions – Edge Hardware
“TinyML is more than Model Building”
Stuart FEFFER, Co-founder and CEO, Reality AI

The “data science”-driven approach to Tiny ML starts with the data. It’s about finding a machine learning model that gives the most accurate predictions based on the data for a target footprint size. But an “engineering”-driven approach to Tiny ML understands that data is a product of instrumentation, and for many applications — particularly those that involve non-visual, non-voice applications — the right approach iterates on the instrumentation and hardware, informed by the accuracy of the ML models. In this talk we’ll talk about “engineering-driven TinyML”, how to use TinyML model performance to improve your hardware design, and demonstrate TinyML tool support for hardware design and sensor optimization. Let me know if you have any questions or feedback.

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One thought on “tinyML Summit 2021 Partner Session: TinyML is more than Model Building

  • October 23, 2021 at 11:29 am
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