Making the most of TinyML for your IoT applications
Oct 12, 2020 · Together, TinyML and Azure Sphere create a powerful new baseline of capability for embedded developments. The following diagram is a reference framework for a general multi-core microcontroller running TinyML applications. Note a few built-in …
Using TinyML to classify audio | Microsoft Community Hub
Feb 24, 2021 · Jim built an AI model that runs on a microcontroller to classify different sounds. TLDR; Find a complete hands-on lab to build a TinyML audio classifier at...
Build an AI-powered predictive maintenance solution with TinyML, …
Mar 28, 2022 · The predictive maintenance solution runs a continuous movement classification TinyML model on one of the Azure Sphere real-time cores. When the TinyML model detects movement, for example, a rattle, or a faulty motor bearing, an event is sent to the predictive maintenance app running on the high-level core.
Machine Learning and Azure Sphere | Microsoft Community Hub
Jan 25, 2021 · The Internet of Things and Machine Learning The Internet of Things (IoT) is arriving at pace, enabling new applications and business models across many consumer, enterprise, and industrial sectors. When you attach a “thing” to the Internet, you are connecting new data sources. which can be costly and resource intensive to store or upload. That’s where …