Case from the Newly Released TinyML Cookbook

We’ve been really passionate about the field of TinyML, actively researching how to enable ML-driven solutions on low-powered devices, and we came across a newly released book, “TinyML Cookbook”, written by Gian Marco Iodice, a team and tech lead in the Machine Learning Group at Arm.

The author describes a lot of cool practical cases, so we decided to repeat one of his experiments and build an 8-bit model for predicting the probability of snow. For more interest, we created our model on another platform instead of TensorFlow Lite suggested by the author in order to speed up the process of model creation and compare the resultant metrics.

Frankly speaking, we got quite exciting outcomes. Read the full case to learn the details on hackster.io