Review: TinyML Deployment in 2021�Toolchains and Model Compression

review
Received: Dec 5, 2021
Published: Dec 31, 2021
Authors: Sofia Alvarez ✉ Aisha Morris

Abstract

We review microcontroller-scale ML deployments, quantization flows, and on-device monitoring practices as of 2021.

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Alvarez, S. & Morris, A. (2021). Review: TinyML Deployment in 2021�Toolchains and Model Compression. Research Explorations in Global Knowledge & Technology (REGKT), 1 (5). Retrieved from https://regkt.com/article.php?id=732&slug=review-tinyml-deployment-2021-toolchains-compression

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