tinyML Talks by Chris Knorowski from SensiML


May 12, 2021


01:00 am



Announcing tinyML Talks on May 11th, 2021

IMPORTANT: Please register here

Once registered, you will receive a link and dial in information to teleconference by email, that you can also add to your calendar.

8:00 AM – 9:00 AM Pacific Daylight Time (PDT)
Chris Knorowski, CTO, SensiML Corporation
“Build an Edge optimized tinyML application for the Arduino Nano 33 BLE Sense”

Building a tinyML application touches on skill sets ranging from hardware engineering, embedded programming, software engineering, machine learning, data science and domain expertise about the application you are building. The steps required to build the application can be broken into four parts:
• Collecting and annotating data
• Applying signal preprocessing
• Training a classification algorithm
• Creating firmware optimized for the resource budget of an edge device
This talk will walk you through all the steps, and by the end of it we will have created an edge optimized TinyML application for the Arduino Nano 33 BLE Sense that is capable of recognizing different boxing punches in real-time using the Gyroscope and Accelerometer sensor data from the onboard IMU sensor.

Chris Knorowski is the co-founder and CTO at SensiML where he builds tools to make it easier for developers an engineer’s create smart sensor algorithms capable of running at the extreme edge. Prior to SensiML he worked as software engineer and data scientist at Intel and Dupont Pioneer. He holds a Ph.D in computational physics from Iowa State and a B.S. in Physics from Virginia Tech.

We encourage you to register earlier since on-line broadcast capacity may be limited.

Note: tinyML Talks slides and videos will be available on the tinyML website and tinyML YouTube Channel afterwards, for those who missed the live session. Please take a moment and subscribe to the YouTube channel today: https://www.youtube.com/tinyML


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