tinyML Talks John Edwards: Low MIPS & Memory Machine Learning Industrial Vibration Monitoring...

tinyML Talks - recorded December 22, 2020
"Low MIPS & Memory Machine Learning Industrial Vibration Monitoring Solution"
John Edwards - Sigma Numerix Ltd.
This paper presents a low MIPS and Memory combined DSP/Linear Classification Convolutional Neural Network solution:
* An Artificial Intelligence (AI) based vibration monitoring system that uses machine learning to recognize vibration modes in rotating machines
* The real-time algorithm implementation on the Arm Cortex® M33 based NXP LPC5500
* Vibration mode detection performance results