TinyML

TinyML-based face recognotion

An easy demo for face recogniton using TinyML.

TinyML-based anomaly detection

Easy demos for vibration analysis using TinyML.

Smart Minion: A Low-cost Serverless Multimodal Access Control System Based on Face Recognition and Gesture Recognition (AIoTSys)

With the advance of the Internet of Things (IoT) and artificial intelligence (AI) technology, more and more applications appear for mobile computing, such as face recognition for access control. Yet, most artificial intelligence of things (AIoT) …

A Self-powered Predictive Maintenance System Based on Piezoelectric Energy Harvesting and TinyML (ISLPED)

Nowadays, the Industrial Internet of Things (IIoT) plays a more and more significant role in smart manufacturing. Predictive Maintenance (PdM) is one of the essential applications, recognizing the current status of the machine and preventing …

LOPdM: A low-power on-device predictive maintenance system based on self-powered sensor and TinyML (TIM, IF=5.6)

Recently, predictive maintenance (PdM) has emerged as a prominent strategy that can recognize the current status and predict future trends of machines, thereby preventing disastrous breakdowns. Such systems are mostly based on artificial intelligence …

A Self-powered Sensing System With Embedded TinyML for Anomaly Detection

In the coming Industry 4.0 era, IoT (Internet of Things) technology plays a more and more critical role. Anomaly detection is one of the essential applications for ensuring safe manufacturing, living, etc. It equips the machine with intelligence for …