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Get ready for another one of our Arm Tech Talks! Every fortnight, we discuss and explore some of the latest trends, technologies and best practices in the world of AI, featuring partners from the AI Ecosystem as well as speakers across Arm.
00:00 Intro
01:20 Meet the Presenter
03:40 Presentation start
14:38 Edge Impulse EON Tuner demo
36:33 Q&A
Finding the best ML model for analyzing sensor data is not easy. What pre-processing steps yield the best results? What signal processing parameters should you pick? This is even more true when the resulting model needs to run on a microcontroller where you have latency, memory and power constraints. AutoML tools can help, but typically only look at the neural networks – disregarding the big role pre-processing and signal processing play for TinyML. In this hands-on session we’ll look at the EON Tuner, a new tool available to all Edge Impulse developers, and how to use it to pick the best model within the constraints of your device.
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