Event Details

Optimizing ML Models for Arduino with microTVM

Date: 12/15/2021 1:00 pm
User Tutorial

Organization: OctoML
Speakers: Gavin Uberti

In the summer of 2021, the microTVM community added Arduino bindings the project. These bindings provide a seamless interface for hobbyists to compile, tune, and run AI models on devices like the Arduino Due and Nano 33 BLE without needing to be an expert in the architecture or development platform. This tutorial will demonstrate a walkthrough of a few use cases of microTVM for Arduino. Using commodity and widely-available hobbyist hardware, we will take a common model, optimize it, and compile it to run image and audio processing on-device, using only pip and the Arduino IDE.

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