Automate tinyML Development and Deployment

Presented by

Tina Shyuan, Director of Product Marketing, Qeexo

About this talk

What’s the smallest machine learning model you’ve built? Qeexo’s is so small, it can even run on an Arm Cortex M0+! Experience how easy it is to automate "tinyML" machine learning development for sensor modules – without having to write a single line of code! In this workshop-style Tech Talk, we will: - Give an overview of the benefits and challenges of running machine learning at the edge. - Walk attendees through the installation and setup of Qeexo AutoML. Please come with a Windows or Mac laptop with the Google Chrome browser installed. - Demo the simple data collection and visualization with our Qeexo AutoML interface for attendees to follow along to build their own classifiers. - Build multiple machine learning models and deploy them to an Arm Cortex-M4-powered sensor module for live-testing with just a few clicks.
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From providing the IP for the chip to delivering the cloud services that allow organizations to securely manage the deployment of products throughout their lifecycle, Arm delivers a complete Internet of Things (IoT) solution for our partners and customers. It’s rooted in our deep understanding of the future of compute and security.