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TinyML is a type of machine learning that shrinks deep learning networks to fit on tiny hardware. It brings together Artificial Intelligence and intelligent devices. It is 45x18mm of Artificial Intelligence in your pocket. Suddenly, the do-it-yourself weekend project on your Arduino board has a miniature machine learning model embedded in it.. TinyML can overcome the challenges presented above by enabling data to be processed locally on edge devices. For example, for the previously mentioned outdoor object-detection using high-definition video example, data could be processed at the edge, and communication with the cloud would only occur when an object was.
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