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Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size--small enough to run on a microcontroller. With this practical book you'll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny devices. Pete Warden and Daniel Situnayake explain how you can train models small enough to fit into any environment. Ideal for software and hardware developers who want to build embedded ...

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    • Title: Tinyml by Pete Warden; Daniel Situnayake
    • Publisher: O'Reilly Media, Inc
    • Print ISBN: 9781492052043, 1492052043
    • eText ISBN: 9781492051992
    • Edition: 2020 1st edition
    • Format: EPUB eBook
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