Jon Nordby – Microcontrollers + Machine Learning with MicroPython in 1-2-3 | PyData Global 2024
www.pydata.org
Learn to build powerful sensors running on low-cost microcontrollers, all in Python!
Did you known that (Micro)Python can scale all the way down to microcontrollers
that have less than 1 MB of RAM and program memory? Such devices can cost just a few dollars, and are widely used to measure, log, analyze and react to physical phenomena. This enables a wide range of useful and fun applications – be it for a smart home, wearables, scientific measurements, consumer products or industrial solutions.
In this talk, we will demonstrate how to get started with MicroPython on a ESP32 microcontroller.
We will first show how to create a basic Internet-connected sensor node using simple analog/digital sensors. And then we will show how to create advanced sensors that use Digital Signal Processing and Machine Learning to analyze microphone, accelerometer or camera data
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