TinyML Book Screencast #4 - Quantization

TinyML: Getting Started with TensorFlow Lite for Microcontrollers | Digi...

TinyML - can run on batteries for years - 1 mw or less

 

Gets to Tiny ML topic about 7 minutes in. Challenge is same as w mobile a few years ago. dont have awesome killer apps to point to. Embedded ML apps need to run on really inexpensive microcontrollers and not use or seldom use wireless (power issues).

His dream : to run Voice Rec on 50-cent chip and run for a year on coin battery (could replace a lot of buttons and switches...)

tinyML roars

Mathematical Tools, Part II: Time-Frequency Analysis ( Prof. Stefano Dis...

Anomaly Detection at the Edge

Edge AI Anomaly Detection Part 3: Deploy Machine Learning Models to Rasp...

Bosch at CES 2021