What is TinyML ?
Tiny Machine Learning (TinyML) is the intersection of Machine Learning and Embedded IoT Devices. The pervasiveness of ultra-low-power embedded devices, coupled with the introduction of embedded machine learning frameworks like TensorFlow Lite for Microcontrollers, will enable the mass proliferation of AI-powered IoT devices. The explosive growth in machine learning and the ease of use of platforms like TensorFlow (TF) make it an indispensable topic of study for modern computer science and electrical engineering students.
Why is TinyML gaining popularity ?
Because of the following features -
Low - in - cost
Saves data and time
Is there some kind of explanatory videos ?
Sure there is. Check these out from Pete Warden , Technical Lead of Google's Tensorflow Lite for Microcontrollers team