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MicroPython Projects
book

MicroPython Projects

by Jacob Beningo
April 2020
Intermediate to advanced
294 pages
7h 53m
English
Packt Publishing
Content preview from MicroPython Projects

Machine learning from the cloud to the edge

Machine learning is a technology that has traditionally resided in the cloud and has powered everything from search engines to your recommended playlist on your favorite streaming service. Running a machine learning inference often required a lot of processing power, especially to train the algorithm. Machine learning, therefore, has mostly lived in the cloud and has been completely off the radar to embedded system developers until just recently.

Machine learning started to find its uses for IoT edge devices, but the processing wasn't being done on the edge device. The first machine learning applications used the edge device as a sensor node to collect the information that was needed, the processing ...

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Publisher Resources

ISBN: 9781789958034