TinyML : Machine Learning with TensorFlow Lite on Arduino and Ultra-Low-Power Microcontrollers by Daniel Situnayake and Pete Warden (2020, Trade Paperback)
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Deep learning networks are getting smaller. Much smaller. 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.