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Garmin Instinct, Rugged Outdoor Watch with GPS, Features Glo...
Original price was: $249.99.$148.67Current price is: $148.67.
TinyML: Machine Learning with TensorFlow Lite on Arduino and…
$31.99
Price: $31.99
(as of Apr 01, 2024 08:02:42 UTC – Details)
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. As of early 2022, the supplemental code files are available at
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 systems using machine learning, this guide walks you through creating a series of TinyML projects, step-by-step. No machine learning or microcontroller experience is necessary.
Build a speech recognizer, a camera that detects people, and a magic wand that responds to gestures Work with Arduino and ultra-low-power microcontrollers Learn the essentials of ML and how to train your own models Train models to understand audio, image, and accelerometer data Explore TensorFlow Lite for Microcontrollers, Google’s toolkit for TinyML Debug applications and provide safeguards for privacy and security Optimize latency, energy usage, and model and binary size
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Sharing the knowledge of experts
O’Reilly’s mission is to change the world by sharing the knowledge of innovators. For over 40 years, we’ve inspired companies and individuals to do new things (and do them better) by providing the skills and understanding that are necessary for success.
Our customers are hungry to build the innovations that propel the world forward. And we help them do just that.
Publisher : O’Reilly Media; 1st edition (January 21, 2020)
Language : English
Paperback : 501 pages
ISBN-10 : 1492052043
ISBN-13 : 978-1492052043
Item Weight : 1.75 pounds
Dimensions : 7.01 x 1.01 x 9.17 inches
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1 Precise & Smooth 2 Clear & Visible 3 Flexible Writing Angle
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Language : English
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Publisher : Jones & Bartlett Learning; 2nd edition (April 14, 2021)
Language : English
Paperback : 400 pages
ISBN-10 : 128421172X
ISBN-13 : 978-1284211726
Reading age : 1 year and up
Item Weight : 1.5 pounds
Dimensions : 7.25 x 0.75 x 9 inches
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