Get Started with TinyML!
April 9, 2020
9AM PST/12PM EST
TinyML is opening up incredible new applications for sensors on embedded devices, from predictive maintenance to health applications using vibration, audio, biosignals and much more! 99% of sensor data is discarded today due to power, cost or bandwidth constraints.
This webinar introduces why ML is useful to unleash meaningful information from that data, how this works in practice from signal processing to neural networks, and walks the audience through hands-on examples of gesture and audio recognition using Edge Impulse.
Duration: 1 Hour
What you will learn
Sign up for a free account and work along during the webinar.
Activity detection features extracted from 3-axis acceleration on Edge Impulse. We will train a similar gesture recognition algorithm during this webinar!
About the ST IoT Discovery Kit
The ST IoT Discovery Kit (also known as the B-L475E-IOT01A) is a development board with a Cortex-M4 microcontroller, MEMS motion sensors, a microphone and WiFi - and it's fully supported by Edge Impulse. You'll be able to sample raw data, build models, and deploy trained neural networks directly from the studio.
The Edge Impulse firmware for this development board is open source and hosted on GitHub: edgeimpulse/firmware-st-b-l475e-iot01a.
Co-Founder and CTO
Jan is an open source developer and technology evangelist working on TinyML as the CTO of Edge Impulse. Over the past years he has gone up and down the stack, from embedded to web, and everything in between. Jan is a strong believer of open source, and has written thousands of patches for open source projects, including Mozilla Firefox OS, JerryScript (embedded JS runtime), Arm Mbed.
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